Overview

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Dataset statistics

Number of variables	90
Number of observations	1210779
Missing cells	21397356
Missing cells (%)	19.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	831.4 MiB
Average record size in memory	720.0 B

Variable types

Numeric	82
Categorical	7
Unsupported	1

Alerts

`коэфф_невыплаченного_сумм_остатка` has constant value "1345311.5381317567"	Constant
`непогашенная_сумма_из_тела_займов` has constant value "0.0"	Constant
`код_политики` has constant value "1.0"	Constant
`аннуитет` is highly overall correlated with `сумма_займа`	High correlation
`верхний_порог_рейтинга_заемщика` is highly overall correlated with `нижний_порог_рейтинга_заемщика`	High correlation
`годовой_доход` is highly overall correlated with `кредитный_лимит` and 2 other fields	High correlation
`кол-во_активных_возобновляемых_счетов` is highly overall correlated with `кол-во_активных_карт` and 7 other fields	High correlation
`кол-во_активных_карт` is highly overall correlated with `кол-во_активных_возобновляемых_счетов` and 7 other fields	High correlation
`кол-во_аннуитетных_счетов` is highly overall correlated with `кол-во_аннуитетных_счетов_за_2_года` and 5 other fields	High correlation
`кол-во_аннуитетных_счетов_за_2_года` is highly overall correlated with `кол-во_аннуитетных_счетов` and 5 other fields	High correlation
`кол-во_аннуитетных_счетов_за_год` is highly overall correlated with `кол-во_аннуитетных_счетов_за_2_года` and 2 other fields	High correlation
`кол-во_возоб_счетов_за_2_года` is highly overall correlated with `кол-во_возоб_счетов_за_год` and 5 other fields	High correlation
`кол-во_возоб_счетов_за_год` is highly overall correlated with `кол-во_возоб_счетов_за_2_года` and 6 other fields	High correlation
`кол-во_возобновляемых_счетов` is highly overall correlated with `кол-во_активных_возобновляемых_счетов` and 8 other fields	High correlation
`кол-во_возобновляемых_счетов_с_балансом_более_0` is highly overall correlated with `кол-во_активных_возобновляемых_счетов` and 7 other fields	High correlation
`кол-во_записей_в_общедоступных_документах` is highly overall correlated with `кол-во_публ_банкротств`	High correlation
`кол-во_заявок_за_полгода` is highly overall correlated with `кол-во_заявок_на_кредит_за_год` and 1 other fields	High correlation
`кол-во_заявок_на_кредит_за_год` is highly overall correlated with `кол-во_заявок_за_полгода` and 1 other fields	High correlation
`кол-во_ипотек` is highly overall correlated with `кредитный_лимит` and 2 other fields	High correlation
`кол-во_карт` is highly overall correlated with `кол-во_активных_карт` and 7 other fields	High correlation
`кол-во_карт_без_нарушений` is highly overall correlated with `кол-во_активных_возобновляемых_счетов` and 10 other fields	High correlation
`кол-во_мес_с_последней_задолженности_по_возобновляемому_счету` is highly overall correlated with `кол-во_мес_с_последней_задолженности_по_карте` and 3 other fields	High correlation
`кол-во_мес_с_последней_задолженности_по_карте` is highly overall correlated with `кол-во_мес_с_последней_задолженности_по_возобновляемому_счету` and 3 other fields	High correlation
`кол-во_мес_с_последней_заявки` is highly overall correlated with `кол-во_заявок_за_полгода` and 1 other fields	High correlation
`кол-во_месяцев_с_посл_аннуитетного_счета` is highly overall correlated with `кол-во_аннуитетных_счетов_за_2_года` and 1 other fields	High correlation
`кол-во_месяцев_с_последнего_возобновляемого_счета` is highly overall correlated with `кол-во_возоб_счетов_за_2_года` and 5 other fields	High correlation
`кол-во_месяцев_с_последнего_нарушения` is highly overall correlated with `кол-во_мес_с_последней_задолженности_по_возобновляемому_счету` and 4 other fields	High correlation
`кол-во_месяцев_с_последнего_счета` is highly overall correlated with `кол-во_возоб_счетов_за_год` and 4 other fields	High correlation
`кол-во_месяцев_с_последней_карты` is highly overall correlated with `кол-во_возоб_счетов_за_2_года` and 3 other fields	High correlation
`кол-во_месяцев_с_последней_просрочки` is highly overall correlated with `кол-во_мес_с_последней_задолженности_по_возобновляемому_счету` and 3 other fields	High correlation
`кол-во_открытых_возобновляемых_счетов` is highly overall correlated with `кол-во_активных_возобновляемых_счетов` and 10 other fields	High correlation
`кол-во_открытых_счетов` is highly overall correlated with `кол-во_активных_возобновляемых_счетов` and 9 other fields	High correlation
`кол-во_открытых_счетов_за_2_года` is highly overall correlated with `кол-во_аннуитетных_счетов_за_2_года` and 5 other fields	High correlation
`кол-во_открытых_счетов_за_полгода` is highly overall correlated with `кол-во_возоб_счетов_за_год` and 4 other fields	High correlation
`кол-во_просрочек_за_два_года` is highly overall correlated with `кол-во_мес_с_последней_задолженности_по_возобновляемому_счету` and 4 other fields	High correlation
`кол-во_публ_банкротств` is highly overall correlated with `кол-во_записей_в_общедоступных_документах`	High correlation
`кол-во_счетов` is highly overall correlated with `кол-во_аннуитетных_счетов` and 5 other fields	High correlation
`кол-во_счетов_без_нарушений` is highly overall correlated with `кол-во_активных_возобновляемых_счетов` and 9 other fields	High correlation
`кол-во_счетов_за_посл_год` is highly overall correlated with `кол-во_аннуитетных_счетов_за_год` and 7 other fields	High correlation
`кол-во_счетов_с_акт_просрочкой_1_мес` is highly overall correlated with `кол-во_текущих_просроченных_счетов`	High correlation
`кол-во_счетов_с_акт_просрочкой_3_мес_за_2_года` is highly overall correlated with `кол-во_месяцев_с_последнего_нарушения` and 1 other fields	High correlation
`кол-во_счетов_с_просрочкой_4_мес` is highly overall correlated with `процент_счетов_без_просрочек`	High correlation
`кол-во_текущих_аннуитетных_счетов` is highly overall correlated with `кол-во_аннуитетных_счетов` and 4 other fields	High correlation
`кол-во_текущих_просроченных_счетов` is highly overall correlated with `кол-во_счетов_с_акт_просрочкой_1_мес` and 1 other fields	High correlation
`коэфф_загрузки_возобновляемого_счета` is highly overall correlated with `процент_счетов_прев_75_лимита` and 3 other fields	High correlation
`кредитный_баланс_без_ипотеки` is highly overall correlated with `кол-во_аннуитетных_счетов` and 5 other fields	High correlation
`кредитный_баланс_по_возоб_счетам` is highly overall correlated with `макс_баланс_по_возоб_счетам` and 2 other fields	High correlation
`кредитный_лимит` is highly overall correlated with `годовой_доход` and 5 other fields	High correlation
`лимит_по_аннуитетным_счетам` is highly overall correlated with `кол-во_аннуитетных_счетов` and 3 other fields	High correlation
`лимит_по_картам` is highly overall correlated with `кол-во_активных_карт` and 6 other fields	High correlation
`макс_баланс_по_возоб_счетам` is highly overall correlated with `кредитный_баланс_по_возоб_счетам` and 3 other fields	High correlation
`нижний_порог_рейтинга_заемщика` is highly overall correlated with `верхний_порог_рейтинга_заемщика`	High correlation
`оборотный_баланс` is highly overall correlated with `кол-во_активных_возобновляемых_счетов` and 5 other fields	High correlation
`общая_сумма_на_счетах` is highly overall correlated with `годовой_доход` and 4 other fields	High correlation
`общий_лимит_по_возоб_счету` is highly overall correlated with `кол-во_возобновляемых_счетов` and 9 other fields	High correlation
`пдн` is highly overall correlated with `совокупный_пдн_заемщиков`	High correlation
`процент_счетов_без_просрочек` is highly overall correlated with `кол-во_счетов_с_просрочкой_4_мес`	High correlation
`процент_счетов_прев_75_лимита` is highly overall correlated with `коэфф_загрузки_возобновляемого_счета` and 2 other fields	High correlation
`совокупный_доход_заемщиков` is highly overall correlated with `годовой_доход` and 1 other fields	High correlation
`совокупный_пдн_заемщиков` is highly overall correlated with `пдн`	High correlation
`соотношение_баланса_к_лимиту_общее` is highly overall correlated with `коэфф_загрузки_возобновляемого_счета` and 3 other fields	High correlation
`соотношение_баланса_к_лимиту_по_картам` is highly overall correlated with `коэфф_загрузки_возобновляемого_счета` and 3 other fields	High correlation
`соотношение_сумм_текущего_баланса_к_лимиту_по_аннуитетным_счетам` is highly overall correlated with `соотношение_баланса_к_лимиту_общее`	High correlation
`средний_баланс_текущих_счетов` is highly overall correlated with `кол-во_ипотек` and 2 other fields	High correlation
`сумма_задолженности` is highly overall correlated with `кол-во_текущих_просроченных_счетов`	High correlation
`сумма_займа` is highly overall correlated with `аннуитет`	High correlation
`суммарная_доступная_сумма_займа_по_картам` is highly overall correlated with `кол-во_карт_без_нарушений` and 6 other fields	High correlation
`текущий_баланс_по_аннуитетным_счетам` is highly overall correlated with `кол-во_аннуитетных_счетов` and 4 other fields	High correlation
`кол-во_счетов_с_акт_просрочкой_1_мес` is highly imbalanced (98.6%)	Imbalance
`кол-во_месяцев_с_последней_просрочки` has 610561 (50.4%) missing values	Missing
`кол-во_месяцев_с_последнего_займа` has 1005117 (83.0%) missing values	Missing
`дата_следующей_выплаты` has 1210779 (100.0%) missing values	Missing
`кол-во_месяцев_с_последнего_нарушения` has 892120 (73.7%) missing values	Missing
`совокупный_доход_заемщиков` has 1187546 (98.1%) missing values	Missing
`совокупный_пдн_заемщиков` has 1187548 (98.1%) missing values	Missing
`общая_сумма_взысканий` has 60767 (5.0%) missing values	Missing
`общая_сумма_на_счетах` has 60767 (5.0%) missing values	Missing
`кол-во_открытых_счетов_за_полгода` has 726902 (60.0%) missing values	Missing
`кол-во_текущих_аннуитетных_счетов` has 726901 (60.0%) missing values	Missing
`кол-во_аннуитетных_счетов_за_год` has 726901 (60.0%) missing values	Missing
`кол-во_аннуитетных_счетов_за_2_года` has 726901 (60.0%) missing values	Missing
`кол-во_месяцев_с_посл_аннуитетного_счета` has 739709 (61.1%) missing values	Missing
`текущий_баланс_по_аннуитетным_счетам` has 726901 (60.0%) missing values	Missing
`соотношение_сумм_текущего_баланса_к_лимиту_по_аннуитетным_счетам` has 792391 (65.4%) missing values	Missing
`кол-во_возоб_счетов_за_год` has 726901 (60.0%) missing values	Missing
`кол-во_возоб_счетов_за_2_года` has 726901 (60.0%) missing values	Missing
`макс_баланс_по_возоб_счетам` has 726901 (60.0%) missing values	Missing
`соотношение_баланса_к_лимиту_общее` has 726952 (60.0%) missing values	Missing
`общий_лимит_по_возоб_счету` has 60767 (5.0%) missing values	Missing
`кол-во_финансовых_запросов` has 726901 (60.0%) missing values	Missing
`кол-во_финансовых_операций` has 726902 (60.0%) missing values	Missing
`кол-во_заявок_на_кредит_за_год` has 726902 (60.0%) missing values	Missing
`кол-во_открытых_счетов_за_2_года` has 42482 (3.5%) missing values	Missing
`средний_баланс_текущих_счетов` has 60788 (5.0%) missing values	Missing
`суммарная_доступная_сумма_займа_по_картам` has 54971 (4.5%) missing values	Missing
`соотношение_баланса_к_лимиту_по_картам` has 55663 (4.6%) missing values	Missing
`кол-во_месяцев_с_первого_аннуитетного_счета` has 95020 (7.8%) missing values	Missing
`кол-во_месяцев_с_первого_возобновляемого_счета` has 60768 (5.0%) missing values	Missing
`кол-во_месяцев_с_последнего_возобновляемого_счета` has 60768 (5.0%) missing values	Missing
`кол-во_месяцев_с_последнего_счета` has 60767 (5.0%) missing values	Missing
`кол-во_ипотек` has 42482 (3.5%) missing values	Missing
`кол-во_месяцев_с_последней_карты` has 54130 (4.5%) missing values	Missing
`кол-во_мес_с_последней_задолженности_по_карте` has 923517 (76.3%) missing values	Missing
`кол-во_мес_с_последней_заявки` has 156537 (12.9%) missing values	Missing
`кол-во_мес_с_последней_задолженности_по_возобновляемому_счету` has 805599 (66.5%) missing values	Missing
`кол-во_счетов_с_просрочкой_4_мес` has 60767 (5.0%) missing values	Missing
`кол-во_активных_карт` has 60767 (5.0%) missing values	Missing
`кол-во_активных_возобновляемых_счетов` has 60767 (5.0%) missing values	Missing
`кол-во_карт_без_нарушений` has 50207 (4.1%) missing values	Missing
`кол-во_карт` has 60767 (5.0%) missing values	Missing
`кол-во_аннуитетных_счетов` has 60767 (5.0%) missing values	Missing
`кол-во_открытых_возобновляемых_счетов` has 60767 (5.0%) missing values	Missing
`кол-во_возобновляемых_счетов` has 60768 (5.0%) missing values	Missing
`кол-во_возобновляемых_счетов_с_балансом_более_0` has 60767 (5.0%) missing values	Missing
`кол-во_счетов_без_нарушений` has 50207 (4.1%) missing values	Missing
`кол-во_счетов_с_акт_просрочкой_4_мес_обн_2_мес` has 105517 (8.7%) missing values	Missing
`кол-во_счетов_с_акт_просрочкой_1_мес` has 60767 (5.0%) missing values	Missing
`кол-во_счетов_с_акт_просрочкой_3_мес_за_2_года` has 60767 (5.0%) missing values	Missing
`кол-во_счетов_за_посл_год` has 60767 (5.0%) missing values	Missing
`процент_счетов_без_просрочек` has 60902 (5.0%) missing values	Missing
`процент_счетов_прев_75_лимита` has 55331 (4.6%) missing values	Missing
`кредитный_лимит` has 60767 (5.0%) missing values	Missing
`кредитный_баланс_без_ипотеки` has 42482 (3.5%) missing values	Missing
`лимит_по_картам` has 42482 (3.5%) missing values	Missing
`лимит_по_аннуитетным_счетам` has 60767 (5.0%) missing values	Missing
`кредитный_баланс_по_возоб_счетам` has 1193971 (98.6%) missing values	Missing
`годовой_доход` is highly skewed (γ1 = 46.45054107)	Skewed
`пдн` is highly skewed (γ1 = 27.53731809)	Skewed
`кол-во_текущих_просроченных_счетов` is highly skewed (γ1 = 21.97605925)	Skewed
`общая_сумма_взысканий` is highly skewed (γ1 = 636.5495702)	Skewed
`общий_лимит_по_возоб_счету` is highly skewed (γ1 = 42.23486474)	Skewed
`сумма_задолженности` is highly skewed (γ1 = 94.90729773)	Skewed
`кол-во_счетов_с_акт_просрочкой_4_мес_обн_2_мес` is highly skewed (γ1 = 45.69963057)	Skewed
`кол-во_залогов` is highly skewed (γ1 = 33.8159357)	Skewed
`id` has unique values	Unique
`коэфф_акционных_зачислений_в_остатке` has unique values	Unique
`коэфф_исходного_платежа` has unique values	Unique
`дата_следующей_выплаты` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`кол_во_субсидий_за_год` has 1089250 (90.0%) zeros	Zeros
`кол-во_просрочек_за_два_года` has 977365 (80.7%) zeros	Zeros
`кол-во_заявок_за_полгода` has 693200 (57.3%) zeros	Zeros
`кол-во_записей_в_общедоступных_документах` has 1005710 (83.1%) zeros	Zeros
`сумма_выплат_по_просрочкам` has 1157187 (95.6%) zeros	Zeros
`кол-во_взысканий_за_последний_год` has 1191816 (98.4%) zeros	Zeros
`кол-во_текущих_просроченных_счетов` has 1204992 (99.5%) zeros	Zeros
`общая_сумма_взысканий` has 973752 (80.4%) zeros	Zeros
`кол-во_открытых_счетов_за_полгода` has 196699 (16.2%) zeros	Zeros
`кол-во_текущих_аннуитетных_счетов` has 54165 (4.5%) zeros	Zeros
`кол-во_аннуитетных_счетов_за_год` has 240562 (19.9%) zeros	Zeros
`кол-во_аннуитетных_счетов_за_2_года` has 113336 (9.4%) zeros	Zeros
`текущий_баланс_по_аннуитетным_счетам` has 51268 (4.2%) zeros	Zeros
`кол-во_возоб_счетов_за_год` has 159544 (13.2%) zeros	Zeros
`кол-во_возоб_счетов_за_2_года` has 64694 (5.3%) zeros	Zeros
`макс_баланс_по_возоб_счетам` has 12660 (1.0%) zeros	Zeros
`кол-во_финансовых_запросов` has 234646 (19.4%) zeros	Zeros
`кол-во_финансовых_операций` has 251867 (20.8%) zeros	Zeros
`кол-во_заявок_на_кредит_за_год` has 116618 (9.6%) zeros	Zeros
`кол-во_открытых_счетов_за_2_года` has 46168 (3.8%) zeros	Zeros
`суммарная_доступная_сумма_займа_по_картам` has 19471 (1.6%) zeros	Zeros
`соотношение_баланса_к_лимиту_по_картам` has 13711 (1.1%) zeros	Zeros
`кол-во_списаний_за_год` has 1200999 (99.2%) zeros	Zeros
`сумма_задолженности` has 1206216 (99.6%) zeros	Zeros
`кол-во_месяцев_с_последнего_возобновляемого_счета` has 18257 (1.5%) zeros	Zeros
`кол-во_месяцев_с_последнего_счета` has 18885 (1.6%) zeros	Zeros
`кол-во_ипотек` has 471461 (38.9%) zeros	Zeros
`кол-во_мес_с_последней_заявки` has 97016 (8.0%) zeros	Zeros
`кол-во_счетов_с_просрочкой_4_мес` has 877352 (72.5%) zeros	Zeros
`кол-во_активных_карт` has 24634 (2.0%) zeros	Zeros
`кол-во_аннуитетных_счетов` has 34323 (2.8%) zeros	Zeros
`кол-во_счетов_с_акт_просрочкой_4_мес_обн_2_мес` has 1104393 (91.2%) zeros	Zeros
`кол-во_счетов_с_акт_просрочкой_3_мес_за_2_года` has 1084083 (89.5%) zeros	Zeros
`кол-во_счетов_за_посл_год` has 193513 (16.0%) zeros	Zeros
`процент_счетов_прев_75_лимита` has 278876 (23.0%) zeros	Zeros
`кол-во_публ_банкротств` has 1059314 (87.5%) zeros	Zeros
`кол-во_залогов` has 1171794 (96.8%) zeros	Zeros
`лимит_по_картам` has 12849 (1.1%) zeros	Zeros
`лимит_по_аннуитетным_счетам` has 140517 (11.6%) zeros	Zeros

Reproduction

Analysis started	2025-07-31 00:02:36.192169
Analysis finished	2025-07-31 00:14:54.530479
Duration	12 minutes and 18.34 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

id
Real number (ℝ)

Unique

Distinct	1210779
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56343005

Minimum	55716
Maximum	1.4563637 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	55716
5-th percentile	1456249.6
Q1	20007112
median	57734178
Q3	84546640
95-th percentile	1.2486332 × 10⁸
Maximum	1.4563637 × 10⁸
Range	1.4558066 × 10⁸
Interquartile range (IQR)	64539528

Descriptive statistics

Standard deviation	38364855
Coefficient of variation (CV)	0.68091602
Kurtosis	-0.92452256
Mean	56343005
Median Absolute Deviation (MAD)	31301494
Skewness	0.21836903
Sum	6.8218928 × 10¹³
Variance	1.4718621 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
68355089	1	< 0.1%
143100605	1	< 0.1%
143188155	1	< 0.1%
143138895	1	< 0.1%
143173171	1	< 0.1%
143023488	1	< 0.1%
142809669	1	< 0.1%
143007132	1	< 0.1%
143176924	1	< 0.1%
143105836	1	< 0.1%
Other values (1210769)	1210769	> 99.9%

Value	Count	Frequency (%)
55716	1	< 0.1%
55742	1	< 0.1%
56121	1	< 0.1%
56705	1	< 0.1%
57167	1	< 0.1%
57245	1	< 0.1%
57416	1	< 0.1%
58524	1	< 0.1%
58915	1	< 0.1%
59006	1	< 0.1%

Value	Count	Frequency (%)
145636374	1	< 0.1%
145623694	1	< 0.1%
145622746	1	< 0.1%
145620416	1	< 0.1%
145619855	1	< 0.1%
145618520	1	< 0.1%
145615251	1	< 0.1%
145613516	1	< 0.1%
145609791	1	< 0.1%
145607948	1	< 0.1%

сумма_займа
Real number (ℝ)

High correlation

Distinct	1551
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	721035.23

Minimum	25000
Maximum	2000000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	25000
5-th percentile	160000
Q1	400000
median	600000
Q3	1000000
95-th percentile	1646250
Maximum	2000000
Range	1975000
Interquartile range (IQR)	600000

Descriptive statistics

Standard deviation	435821.53
Coefficient of variation (CV)	0.60443861
Kurtosis	-0.081232441
Mean	721035.23
Median Absolute Deviation (MAD)	300000
Skewness	0.78314409
Sum	8.7301431 × 10¹¹
Variance	1.899404 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
500000	89607	7.4%
600000	65622	5.4%
1000000	63337	5.2%
750000	63226	5.2%
1750000	46110	3.8%
250000	44063	3.6%
400000	42697	3.5%
300000	40466	3.3%
800000	32949	2.7%
1250000	30763	2.5%
Other values (1541)	691939	57.1%

Value	Count	Frequency (%)
25000	5	< 0.1%
35000	1	< 0.1%
36250	1	< 0.1%
40000	1	< 0.1%
45000	2	< 0.1%
47500	1	< 0.1%
50000	5149	0.4%
51250	14	< 0.1%
52500	33	< 0.1%
53750	16	< 0.1%

Value	Count	Frequency (%)
2000000	6109	0.5%
1998750	3	< 0.1%
1997500	2	< 0.1%
1995000	6	< 0.1%
1993750	1	< 0.1%
1992500	2	< 0.1%
1991250	2	< 0.1%
1990000	1	< 0.1%
1988750	6	< 0.1%
1987500	3	< 0.1%

процентная_ставка
Real number (ℝ)

Distinct	650
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.239877

Minimum	5.31
Maximum	30.99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	5.31
5-th percentile	6.49
Q1	9.75
median	12.74
Q3	15.99
95-th percentile	22.15
Maximum	30.99
Range	25.68
Interquartile range (IQR)	6.24

Descriptive statistics

Standard deviation	4.7672522
Coefficient of variation (CV)	0.3600677
Kurtosis	0.50386729
Mean	13.239877
Median Absolute Deviation (MAD)	3.14
Skewness	0.71341445
Sum	16030565
Variance	22.726694
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.99	33913	2.8%
11.99	29847	2.5%
13.99	26366	2.2%
5.32	25777	2.1%
9.17	23458	1.9%
12.99	23038	1.9%
7.89	22580	1.9%
15.61	20423	1.7%
16.99	20385	1.7%
9.99	17449	1.4%
Other values (640)	967543	79.9%

Value	Count	Frequency (%)
5.31	816	0.1%
5.32	25777	2.1%
5.42	507	< 0.1%
5.79	356	< 0.1%
5.93	1640	0.1%
5.99	310	< 0.1%
6	354	< 0.1%
6.03	9695	0.8%
6.07	695	0.1%
6.08	1163	0.1%

Value	Count	Frequency (%)
30.99	442	< 0.1%
30.94	400	< 0.1%
30.89	371	< 0.1%
30.84	404	< 0.1%
30.79	689	0.1%
30.75	414	< 0.1%
30.74	278	< 0.1%
30.65	382	< 0.1%
30.49	333	< 0.1%
30.17	466	< 0.1%

аннуитет
Real number (ℝ)

High correlation

Distinct	81156
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21904.779

Minimum	246.5
Maximum	85991.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	246.5
5-th percentile	5437
Q1	12424
median	18771.5
Q3	29022
95-th percentile	48184
Maximum	85991.5
Range	85745
Interquartile range (IQR)	16598

Descriptive statistics

Standard deviation	13076.056
Coefficient of variation (CV)	0.59694993
Kurtosis	0.7520435
Mean	21904.779
Median Absolute Deviation (MAD)	7777.5
Skewness	1.0075787
Sum	2.6521847 × 10¹⁰
Variance	1.7098325 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16367	2743	0.2%
16605	2421	0.2%
15057.5	2396	0.2%
15939.5	2058	0.2%
15643	1858	0.2%
24550.5	1837	0.2%
19640.5	1836	0.2%
18069	1776	0.1%
22586.5	1744	0.1%
30115	1729	0.1%
Other values (81146)	1190381	98.3%

Value	Count	Frequency (%)
246.5	1	< 0.1%
700.5	1	< 0.1%
738.5	1	< 0.1%
784.5	1	< 0.1%
804	1	< 0.1%
812.5	1	< 0.1%
815.5	1	< 0.1%
823.5	1	< 0.1%
993.5	1	< 0.1%
1011	1	< 0.1%

Value	Count	Frequency (%)
85991.5	2	< 0.1%
85881.5	1	< 0.1%
85771	2	< 0.1%
85727	3	< 0.1%
84564	1	< 0.1%
82351.5	1	< 0.1%
81404	1	< 0.1%
80901.5	2	< 0.1%
80390	3	< 0.1%
79913	1	< 0.1%

годовой_доход
Real number (ℝ)

High correlation Skewed

Distinct	59988
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1525304.3

Minimum	0
Maximum	2.19984 × 10⁸
Zeros	326
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	560000
Q1	915200
median	1300000
Q3	1800000
95-th percentile	3100000
Maximum	2.19984 × 10⁸
Range	2.19984 × 10⁸
Interquartile range (IQR)	884800

Descriptive statistics

Standard deviation	1401175.9
Coefficient of variation (CV)	0.91862056
Kurtosis	4840.2826
Mean	1525304.3
Median Absolute Deviation (MAD)	420000
Skewness	46.450541
Sum	1.8468064 × 10¹²
Variance	1.9632938 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1200000	46872	3.9%
1000000	41105	3.4%
1300000	34732	2.9%
1400000	33256	2.7%
800000	32105	2.7%
1600000	31534	2.6%
1500000	31064	2.6%
900000	30067	2.5%
1100000	28109	2.3%
2000000	24125	2.0%
Other values (59978)	877810	72.5%

Value	Count	Frequency (%)
0	326	< 0.1%
20	11	< 0.1%
40	1	< 0.1%
320	1	< 0.1%
400	1	< 0.1%
660	1	< 0.1%
780	1	< 0.1%
2000	1	< 0.1%
5200	1	< 0.1%
6000	1	< 0.1%

Value	Count	Frequency (%)
219984000	1	< 0.1%
191000000	1	< 0.1%
190459440	1	< 0.1%
190000000	1	< 0.1%
186000000	1	< 0.1%
184500000	1	< 0.1%
178001200	1	< 0.1%
174131640	1	< 0.1%
174000000	1	< 0.1%
170000420	1	< 0.1%

итоговый_статус_займа
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	57.7 MiB

0	969085
1	241694

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1210779
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	969085	80.0%
1	241694	20.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	969085	80.0%
1	241694	20.0%

Most occurring characters

Value	Count	Frequency (%)
0	969085	80.0%
1	241694	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1210779	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	969085	80.0%
1	241694	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1210779	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	969085	80.0%
1	241694	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1210779	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	969085	80.0%
1	241694	20.0%

рейтинг_OCR
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	57.7 MiB

2	303264
4	302688
1	302458
3	302369

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1210779
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4
2nd row	2
3rd row	3
4th row	1
5th row	4

Common Values

Value	Count	Frequency (%)
2	303264	25.0%
4	302688	25.0%
1	302458	25.0%
3	302369	25.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	303264	25.0%
4	302688	25.0%
1	302458	25.0%
3	302369	25.0%

Most occurring characters

Value	Count	Frequency (%)
2	303264	25.0%
4	302688	25.0%
1	302458	25.0%
3	302369	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1210779	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	303264	25.0%
4	302688	25.0%
1	302458	25.0%
3	302369	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1210779	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	303264	25.0%
4	302688	25.0%
1	302458	25.0%
3	302369	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1210779	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	303264	25.0%
4	302688	25.0%
1	302458	25.0%
3	302369	25.0%

коэфф_акционных_зачислений_в_остатке
Real number (ℝ)

Unique

Distinct	1210779
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.50002104

Minimum	6.6676775 × 10^-7
Maximum	0.99999836
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	6.6676775 × 10^-7
5-th percentile	0.049878566
Q1	0.24987342
median	0.50046526
Q3	0.7498166
95-th percentile	0.94988535
Maximum	0.99999836
Range	0.99999769
Interquartile range (IQR)	0.49994317

Descriptive statistics

Standard deviation	0.28876646
Coefficient of variation (CV)	0.57750862
Kurtosis	-1.1995858
Mean	0.50002104
Median Absolute Deviation (MAD)	0.24998388
Skewness	-0.0019791751
Sum	605414.98
Variance	0.083386069
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8991677173	1	< 0.1%
0.3035509913	1	< 0.1%
0.5976464101	1	< 0.1%
0.7956462717	1	< 0.1%
0.849933229	1	< 0.1%
0.5850044153	1	< 0.1%
0.1844458779	1	< 0.1%
0.2038447627	1	< 0.1%
0.4820721776	1	< 0.1%
0.09684797504	1	< 0.1%
Other values (1210769)	1210769	> 99.9%

Value	Count	Frequency (%)
6.667677476 × 10^-7	1	< 0.1%
7.546450813 × 10^-7	1	< 0.1%
1.683110849 × 10^-6	1	< 0.1%
1.974559979 × 10^-6	1	< 0.1%
4.118460503 × 10^-6	1	< 0.1%
4.56541356 × 10^-6	1	< 0.1%
5.388606805 × 10^-6	1	< 0.1%
6.195517691 × 10^-6	1	< 0.1%
7.8572353 × 10^-6	1	< 0.1%
9.514786631 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
0.9999983558	1	< 0.1%
0.9999978073	1	< 0.1%
0.9999973699	1	< 0.1%
0.9999972837	1	< 0.1%
0.9999969902	1	< 0.1%
0.9999966513	1	< 0.1%
0.9999964018	1	< 0.1%
0.9999951897	1	< 0.1%
0.999994653	1	< 0.1%
0.9999945969	1	< 0.1%

кол_во_субсидий_за_год
Real number (ℝ)

Zeros

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.30090049

Minimum	0
Maximum	5
Zeros	1089250
Zeros (%)	90.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.0068239
Coefficient of variation (CV)	3.3460359
Kurtosis	11.446344
Mean	0.30090049
Median Absolute Deviation (MAD)	0
Skewness	3.509346
Sum	364324
Variance	1.0136943
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	1089250	90.0%
5	24558	2.0%
2	24504	2.0%
1	24490	2.0%
4	24105	2.0%
3	23872	2.0%

Value	Count	Frequency (%)
0	1089250	90.0%
1	24490	2.0%
2	24504	2.0%
3	23872	2.0%
4	24105	2.0%
5	24558	2.0%

Value	Count	Frequency (%)
5	24558	2.0%
4	24105	2.0%
3	23872	2.0%
2	24504	2.0%
1	24490	2.0%
0	1089250	90.0%

индекс_проживания
Real number (ℝ)

Distinct	941
Distinct (%)	0.1%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	515.56369

Minimum	7
Maximum	999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	7
5-th percentile	69
Q1	234
median	480
Q3	805
95-th percentile	956
Maximum	999
Range	992
Interquartile range (IQR)	571

Descriptive statistics

Standard deviation	312.55483
Coefficient of variation (CV)	0.60623902
Kurtosis	-1.434065
Mean	515.56369
Median Absolute Deviation (MAD)	290
Skewness	0.035836729
Sum	6.2423318 × 10⁸
Variance	97690.521
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
945	13524	1.1%
750	13001	1.1%
112	12321	1.0%
606	11203	0.9%
300	10894	0.9%
331	10180	0.8%
70	9709	0.8%
891	9544	0.8%
100	9534	0.8%
900	9520	0.8%
Other values (931)	1101348	91.0%

Value	Count	Frequency (%)
7	5	< 0.1%
8	5	< 0.1%
9	1	< 0.1%
10	1955	0.2%
11	619	0.1%
12	453	< 0.1%
13	322	< 0.1%
14	882	0.1%
15	1838	0.2%
16	702	0.1%

Value	Count	Frequency (%)
999	83	< 0.1%
998	225	< 0.1%
997	538	< 0.1%
996	657	0.1%
995	1369	0.1%
994	59	< 0.1%
993	1147	0.1%
992	1190	0.1%
991	302	< 0.1%
990	478	< 0.1%

пдн
Real number (ℝ)

High correlation Skewed

Distinct	6892
Distinct (%)	0.6%
Missing	338
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	18.2866

Minimum	-1
Maximum	999
Zeros	761
Zeros (%)	0.1%
Negative	1
Negative (%)	< 0.1%
Memory size	9.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	4.98
Q1	11.79
median	17.61
Q3	24.06
95-th percentile	32.98
Maximum	999
Range	1000
Interquartile range (IQR)	12.27

Descriptive statistics

Standard deviation	11.256414
Coefficient of variation (CV)	0.6155553
Kurtosis	2121.7082
Mean	18.2866
Median Absolute Deviation (MAD)	6.1
Skewness	27.537318
Sum	22134851
Variance	126.70685
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.2	892	0.1%
18	890	0.1%
14.4	865	0.1%
16.8	853	0.1%
13.2	834	0.1%
15.6	830	0.1%
12	825	0.1%
20.4	781	0.1%
21.6	773	0.1%
0	761	0.1%
Other values (6882)	1202137	99.3%

Value	Count	Frequency (%)
-1	1	< 0.1%
0	761	0.1%
0.01	11	< 0.1%
0.02	21	< 0.1%
0.03	9	< 0.1%
0.04	7	< 0.1%
0.05	12	< 0.1%
0.06	22	< 0.1%
0.07	20	< 0.1%
0.08	17	< 0.1%

Value	Count	Frequency (%)
999	35	< 0.1%
991.57	1	< 0.1%
886.77	1	< 0.1%
879.55	1	< 0.1%
831.97	1	< 0.1%
822	1	< 0.1%
818.1	1	< 0.1%
797.1	1	< 0.1%
771.31	1	< 0.1%
765.76	1	< 0.1%

кол-во_просрочек_за_два_года
Real number (ℝ)

High correlation Zeros

Distinct	30
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.31783339

Minimum	0
Maximum	39
Zeros	977365
Zeros (%)	80.7%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	39
Range	39
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.87746556
Coefficient of variation (CV)	2.7607721
Kurtosis	59.27638
Mean	0.31783339
Median Absolute Deviation (MAD)	0
Skewness	5.6081211
Sum	384826
Variance	0.76994581
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	977365	80.7%
1	155105	12.8%
2	45456	3.8%
3	16501	1.4%
4	7321	0.6%
5	3781	0.3%
6	2057	0.2%
7	1175	0.1%
8	676	0.1%
9	423	< 0.1%
Other values (20)	919	0.1%

Value	Count	Frequency (%)
0	977365	80.7%
1	155105	12.8%
2	45456	3.8%
3	16501	1.4%
4	7321	0.6%
5	3781	0.3%
6	2057	0.2%
7	1175	0.1%
8	676	0.1%
9	423	< 0.1%

Value	Count	Frequency (%)
39	1	< 0.1%
30	1	< 0.1%
29	2	< 0.1%
28	1	< 0.1%
27	1	< 0.1%
26	3	< 0.1%
25	2	< 0.1%
22	3	< 0.1%
21	5	< 0.1%
20	9	< 0.1%

коэфф_невыплаченного_сумм_остатка
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.4 MiB

1345311.5381317567	1210779

Length

Max length	18
Median length	18
Mean length	18
Min length	18

Characters and Unicode

Total characters	21794022
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1345311.5381317567
2nd row	1345311.5381317567
3rd row	1345311.5381317567
4th row	1345311.5381317567
5th row	1345311.5381317567

Common Values

Value	Count	Frequency (%)
1345311.5381317567	1210779	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1345311.5381317567	1210779	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	6053895	27.8%
3	4843116	22.2%
5	3632337	16.7%
7	2421558	11.1%
4	1210779	5.6%
.	1210779	5.6%
8	1210779	5.6%
6	1210779	5.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	21794022	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	6053895	27.8%
3	4843116	22.2%
5	3632337	16.7%
7	2421558	11.1%
4	1210779	5.6%
.	1210779	5.6%
8	1210779	5.6%
6	1210779	5.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	21794022	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	6053895	27.8%
3	4843116	22.2%
5	3632337	16.7%
7	2421558	11.1%
4	1210779	5.6%
.	1210779	5.6%
8	1210779	5.6%
6	1210779	5.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	21794022	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	6053895	27.8%
3	4843116	22.2%
5	3632337	16.7%
7	2421558	11.1%
4	1210779	5.6%
.	1210779	5.6%
8	1210779	5.6%
6	1210779	5.6%

коэфф_исходного_платежа
Real number (ℝ)

Unique

Distinct	1210779
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.49991399

Minimum	1.3531728 × 10^-6
Maximum	0.99999785
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	1.3531728 × 10^-6
5-th percentile	0.050025876
Q1	0.24991263
median	0.49961102
Q3	0.74996723
95-th percentile	0.9498049
Maximum	0.99999785
Range	0.99999649
Interquartile range (IQR)	0.5000546

Descriptive statistics

Standard deviation	0.28858457
Coefficient of variation (CV)	0.57726844
Kurtosis	-1.2002097
Mean	0.49991399
Median Absolute Deviation (MAD)	0.25003645
Skewness	0.0010657
Sum	605285.36
Variance	0.083281053
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7670162198	1	< 0.1%
0.3148095297	1	< 0.1%
0.3954029061	1	< 0.1%
0.7797590287	1	< 0.1%
0.6018061757	1	< 0.1%
0.740081069	1	< 0.1%
0.6704462151	1	< 0.1%
0.09668004197	1	< 0.1%
0.2138854273	1	< 0.1%
0.9811913331	1	< 0.1%
Other values (1210769)	1210769	> 99.9%

Value	Count	Frequency (%)
1.35317282 × 10^-6	1	< 0.1%
1.504499755 × 10^-6	1	< 0.1%
1.965621048 × 10^-6	1	< 0.1%
2.783580392 × 10^-6	1	< 0.1%
3.720722337 × 10^-6	1	< 0.1%
3.939489371 × 10^-6	1	< 0.1%
4.771932461 × 10^-6	1	< 0.1%
6.211863536 × 10^-6	1	< 0.1%
6.455428823 × 10^-6	1	< 0.1%
8.005680403 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
0.9999978481	1	< 0.1%
0.9999969899	1	< 0.1%
0.9999960462	1	< 0.1%
0.9999959979	1	< 0.1%
0.999995276	1	< 0.1%
0.999995018	1	< 0.1%
0.9999946537	1	< 0.1%
0.9999940644	1	< 0.1%
0.9999919992	1	< 0.1%
0.9999917335	1	< 0.1%

нижний_порог_рейтинга_заемщика
Real number (ℝ)

High correlation

Distinct	40
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	696.17702

Minimum	625
Maximum	845
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	625
5-th percentile	660
Q1	670
median	690
Q3	710
95-th percentile	760
Maximum	845
Range	220
Interquartile range (IQR)	40

Descriptive statistics

Standard deviation	31.860007
Coefficient of variation (CV)	0.045764232
Kurtosis	1.6658593
Mean	696.17702
Median Absolute Deviation (MAD)	20
Skewness	1.2867565
Sum	8.4291652 × 10⁸
Variance	1015.06
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
660	108838	9.0%
670	105438	8.7%
665	105284	8.7%
675	94204	7.8%
680	93034	7.7%
685	81607	6.7%
690	79437	6.6%
695	71103	5.9%
700	65571	5.4%
705	58742	4.9%
Other values (30)	347521	28.7%

Value	Count	Frequency (%)
625	1	< 0.1%
630	1	< 0.1%
660	108838	9.0%
665	105284	8.7%
670	105438	8.7%
675	94204	7.8%
680	93034	7.7%
685	81607	6.7%
690	79437	6.6%
695	71103	5.9%

Value	Count	Frequency (%)
845	170	< 0.1%
840	226	< 0.1%
835	363	< 0.1%
830	641	0.1%
825	966	0.1%
820	1269	0.1%
815	1694	0.1%
810	2125	0.2%
805	2990	0.2%
800	3523	0.3%

верхний_порог_рейтинга_заемщика
Real number (ℝ)

High correlation

Distinct	40
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	700.17716

Minimum	629
Maximum	850
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	629
5-th percentile	664
Q1	674
median	694
Q3	714
95-th percentile	764
Maximum	850
Range	221
Interquartile range (IQR)	40

Descriptive statistics

Standard deviation	31.860665
Coefficient of variation (CV)	0.045503719
Kurtosis	1.6672658
Mean	700.17716
Median Absolute Deviation (MAD)	20
Skewness	1.286954
Sum	8.477598 × 10⁸
Variance	1015.102
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
664	108838	9.0%
674	105438	8.7%
669	105284	8.7%
679	94204	7.8%
684	93034	7.7%
689	81607	6.7%
694	79437	6.6%
699	71103	5.9%
704	65571	5.4%
709	58742	4.9%
Other values (30)	347521	28.7%

Value	Count	Frequency (%)
629	1	< 0.1%
634	1	< 0.1%
664	108838	9.0%
669	105284	8.7%
674	105438	8.7%
679	94204	7.8%
684	93034	7.7%
689	81607	6.7%
694	79437	6.6%
699	71103	5.9%

Value	Count	Frequency (%)
850	170	< 0.1%
844	226	< 0.1%
839	363	< 0.1%
834	641	0.1%
829	966	0.1%
824	1269	0.1%
819	1694	0.1%
814	2125	0.2%
809	2990	0.2%
804	3523	0.3%

кол-во_заявок_за_полгода
Real number (ℝ)

High correlation Zeros

Distinct	9
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.65527619

Minimum	0
Maximum	8
Zeros	693200
Zeros (%)	57.3%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	8
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.93790266
Coefficient of variation (CV)	1.4313089
Kurtosis	3.2960222
Mean	0.65527619
Median Absolute Deviation (MAD)	0
Skewness	1.6966753
Sum	793394
Variance	0.87966141
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	693200	57.3%
1	330184	27.3%
2	123079	10.2%
3	46535	3.8%
4	12462	1.0%
5	4395	0.4%
6	856	0.1%
7	48	< 0.1%
8	19	< 0.1%
(Missing)	1	< 0.1%

Value	Count	Frequency (%)
0	693200	57.3%
1	330184	27.3%
2	123079	10.2%
3	46535	3.8%
4	12462	1.0%
5	4395	0.4%
6	856	0.1%
7	48	< 0.1%
8	19	< 0.1%

Value	Count	Frequency (%)
8	19	< 0.1%
7	48	< 0.1%
6	856	0.1%
5	4395	0.4%
4	12462	1.0%
3	46535	3.8%
2	123079	10.2%
1	330184	27.3%
0	693200	57.3%

кол-во_месяцев_с_последней_просрочки
Real number (ℝ)

High correlation Missing

Distinct	160
Distinct (%)	< 0.1%
Missing	610561
Missing (%)	50.4%
Infinite	0
Infinite (%)	0.0%
Mean	34.310994

Minimum	0
Maximum	226
Zeros	1565
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	16
median	31
Q3	50
95-th percentile	74
Maximum	226
Range	226
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	21.914641
Coefficient of variation (CV)	0.6387061
Kurtosis	-0.73920235
Mean	34.310994
Median Absolute Deviation (MAD)	17
Skewness	0.45355187
Sum	20594076
Variance	480.25149
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13	11502	0.9%
12	11459	0.9%
6	11364	0.9%
9	11310	0.9%
7	11248	0.9%
14	11052	0.9%
8	11009	0.9%
15	10909	0.9%
10	10833	0.9%
11	10534	0.9%
Other values (150)	488998	40.4%
(Missing)	610561	50.4%

Value	Count	Frequency (%)
0	1565	0.1%
1	4501	0.4%
2	5741	0.5%
3	7145	0.6%
4	8452	0.7%
5	9708	0.8%
6	11364	0.9%
7	11248	0.9%
8	11009	0.9%
9	11310	0.9%

Value	Count	Frequency (%)
226	1	< 0.1%
202	1	< 0.1%
192	1	< 0.1%
188	2	< 0.1%
180	1	< 0.1%
178	1	< 0.1%
176	1	< 0.1%
171	2	< 0.1%
170	2	< 0.1%
161	1	< 0.1%

кол-во_месяцев_с_последнего_займа
Real number (ℝ)

Missing

Distinct	126
Distinct (%)	0.1%
Missing	1005117
Missing (%)	83.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.630695

Minimum	0
Maximum	129
Zeros	600
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	23
Q1	53
median	72
Q3	90
95-th percentile	113
Maximum	129
Range	129
Interquartile range (IQR)	37

Descriptive statistics

Standard deviation	26.596703
Coefficient of variation (CV)	0.37656012
Kurtosis	-0.49090241
Mean	70.630695
Median Absolute Deviation (MAD)	19
Skewness	-0.25715304
Sum	14526050
Variance	707.38461
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
71	3120	0.3%
79	3080	0.3%
80	3069	0.3%
72	3058	0.3%
75	3051	0.3%
76	3046	0.3%
77	3044	0.3%
69	3035	0.3%
67	3016	0.2%
70	2991	0.2%
Other values (116)	175152	14.5%
(Missing)	1005117	83.0%

Value	Count	Frequency (%)
0	600	< 0.1%
1	100	< 0.1%
2	105	< 0.1%
3	191	< 0.1%
4	230	< 0.1%
5	270	< 0.1%
6	288	< 0.1%
7	315	< 0.1%
8	385	< 0.1%
9	398	< 0.1%

Value	Count	Frequency (%)
129	1	< 0.1%
124	1	< 0.1%
123	3	< 0.1%
122	1	< 0.1%
121	9	< 0.1%
120	17	< 0.1%
119	864	0.1%
118	1644	0.1%
117	1658	0.1%
116	1704	0.1%

кол-во_открытых_счетов
Real number (ℝ)

High correlation

Distinct	83
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.597671

Minimum	0
Maximum	90
Zeros	13
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	8
median	11
Q3	14
95-th percentile	22
Maximum	90
Range	90
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.4763517
Coefficient of variation (CV)	0.47219411
Kurtosis	3.3502247
Mean	11.597671
Median Absolute Deviation (MAD)	3
Skewness	1.2961552
Sum	14042216
Variance	29.990428
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9	107574	8.9%
10	104703	8.6%
8	102961	8.5%
11	96556	8.0%
7	92818	7.7%
12	86643	7.2%
6	76927	6.4%
13	75465	6.2%
14	64350	5.3%
5	55506	4.6%
Other values (73)	347276	28.7%

Value	Count	Frequency (%)
0	13	< 0.1%
1	449	< 0.1%
2	4389	0.4%
3	14790	1.2%
4	33586	2.8%
5	55506	4.6%
6	76927	6.4%
7	92818	7.7%
8	102961	8.5%
9	107574	8.9%

Value	Count	Frequency (%)
90	1	< 0.1%
88	1	< 0.1%
86	1	< 0.1%
84	1	< 0.1%
82	1	< 0.1%
81	1	< 0.1%
80	2	< 0.1%
77	1	< 0.1%
76	3	< 0.1%
75	1	< 0.1%

кол-во_записей_в_общедоступных_документах
Real number (ℝ)

High correlation Zeros

Distinct	36
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.21541338

Minimum	0
Maximum	86
Zeros	1005710
Zeros (%)	83.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	86
Range	86
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.60338512
Coefficient of variation (CV)	2.8010568
Kurtosis	792.90364
Mean	0.21541338
Median Absolute Deviation (MAD)	0
Skewness	11.92102
Sum	260818
Variance	0.36407361
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0	1005710	83.1%
1	171598	14.2%
2	22035	1.8%
3	6665	0.6%
4	2385	0.2%
5	1154	0.1%
6	580	< 0.1%
7	249	< 0.1%
8	144	< 0.1%
9	75	< 0.1%
Other values (26)	184	< 0.1%

Value	Count	Frequency (%)
0	1005710	83.1%
1	171598	14.2%
2	22035	1.8%
3	6665	0.6%
4	2385	0.2%
5	1154	0.1%
6	580	< 0.1%
7	249	< 0.1%
8	144	< 0.1%
9	75	< 0.1%

Value	Count	Frequency (%)
86	1	< 0.1%
63	1	< 0.1%
61	1	< 0.1%
54	1	< 0.1%
49	2	< 0.1%
47	1	< 0.1%
46	1	< 0.1%
37	1	< 0.1%
34	1	< 0.1%
28	2	< 0.1%

оборотный_баланс
Real number (ℝ)

High correlation

Distinct	81108
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16254.904

Minimum	0
Maximum	2568995
Zeros	5900
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1668
Q1	5942.5
median	11136
Q3	19773
95-th percentile	43389
Maximum	2568995
Range	2568995
Interquartile range (IQR)	13830.5

Descriptive statistics

Standard deviation	22257.855
Coefficient of variation (CV)	1.369301
Kurtosis	562.30188
Mean	16254.904
Median Absolute Deviation (MAD)	6168
Skewness	12.741687
Sum	1.9681096 × 10¹⁰
Variance	4.9541212 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5900	0.5%
5235	93	< 0.1%
5853	92	< 0.1%
5389	91	< 0.1%
5365	91	< 0.1%
4777	91	< 0.1%
3428	90	< 0.1%
6118	90	< 0.1%
5271	90	< 0.1%
6312	89	< 0.1%
Other values (81098)	1204062	99.4%

Value	Count	Frequency (%)
0	5900	0.5%
1	64	< 0.1%
2	86	< 0.1%
3	81	< 0.1%
4	74	< 0.1%
5	77	< 0.1%
6	81	< 0.1%
7	68	< 0.1%
8	85	< 0.1%
9	76	< 0.1%

Value	Count	Frequency (%)
2568995	1	< 0.1%
2560703	1	< 0.1%
1746716	1	< 0.1%
1743266	1	< 0.1%
1696796	1	< 0.1%
1298783	1	< 0.1%
1190046	1	< 0.1%
1087664	1	< 0.1%
1044210	1	< 0.1%
1043860	1	< 0.1%

коэфф_загрузки_возобновляемого_счета
Real number (ℝ)

High correlation

Distinct	1353
Distinct (%)	0.1%
Missing	769
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	51.804201

Minimum	0
Maximum	892.3
Zeros	6288
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	10.3
Q1	33.4
median	52.2
Q3	70.7
95-th percentile	91.5
Maximum	892.3
Range	892.3
Interquartile range (IQR)	37.3

Descriptive statistics

Standard deviation	24.532386
Coefficient of variation (CV)	0.47355978
Kurtosis	0.35687949
Mean	51.804201
Median Absolute Deviation (MAD)	18.7
Skewness	-0.032906358
Sum	62683601
Variance	601.83797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6288	0.5%
57	2398	0.2%
54	2387	0.2%
53	2371	0.2%
61	2353	0.2%
58	2343	0.2%
48	2332	0.2%
59	2329	0.2%
60	2313	0.2%
55	2312	0.2%
Other values (1343)	1182584	97.7%

Value	Count	Frequency (%)
0	6288	0.5%
0.01	1	< 0.1%
0.03	1	< 0.1%
0.04	1	< 0.1%
0.05	1	< 0.1%
0.1	832	0.1%
0.12	1	< 0.1%
0.2	677	0.1%
0.3	630	0.1%
0.4	558	< 0.1%

Value	Count	Frequency (%)
892.3	1	< 0.1%
366.6	1	< 0.1%
193	1	< 0.1%
184.6	1	< 0.1%
182.8	1	< 0.1%
180.3	1	< 0.1%
177.7	1	< 0.1%
162	1	< 0.1%
156.3	1	< 0.1%
155.3	1	< 0.1%

кол-во_счетов
Real number (ℝ)

High correlation

Distinct	140
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.984749

Minimum	2
Maximum	176
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	2
5-th percentile	9
Q1	16
median	23
Q3	32
95-th percentile	47
Maximum	176
Range	174
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	11.997455
Coefficient of variation (CV)	0.48019114
Kurtosis	1.6519612
Mean	24.984749
Median Absolute Deviation (MAD)	8
Skewness	0.95488751
Sum	30251009
Variance	143.93892
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	43849	3.6%
21	43558	3.6%
22	43252	3.6%
19	43175	3.6%
18	42720	3.5%
23	42587	3.5%
17	42340	3.5%
24	41410	3.4%
16	40810	3.4%
25	40129	3.3%
Other values (130)	786949	65.0%

Value	Count	Frequency (%)
2	299	< 0.1%
3	1175	0.1%
4	4333	0.4%
5	7075	0.6%
6	10404	0.9%
7	14013	1.2%
8	17693	1.5%
9	21671	1.8%
10	25370	2.1%
11	28786	2.4%

Value	Count	Frequency (%)
176	1	< 0.1%
173	1	< 0.1%
169	1	< 0.1%
156	1	< 0.1%
151	2	< 0.1%
150	1	< 0.1%
146	2	< 0.1%
144	2	< 0.1%
141	1	< 0.1%
140	1	< 0.1%

непогашенная_сумма_из_тела_займов
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	60.0 MiB

0.0	1210779

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	3632337
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1210779	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1210779	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	2421558	66.7%
.	1210779	33.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3632337	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2421558	66.7%
.	1210779	33.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3632337	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2421558	66.7%
.	1210779	33.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3632337	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2421558	66.7%
.	1210779	33.3%

сумма_выплат_по_просрочкам
Real number (ℝ)

Zeros

Distinct	14833
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	79.299546

Minimum	-1 × 10^-7
Maximum	59441.5
Zeros	1157187
Zeros (%)	95.6%
Negative	3
Negative (%)	< 0.1%
Memory size	9.2 MiB

Quantile statistics

Minimum	-1 × 10^-7
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	59441.5
Range	59441.5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	542.41398
Coefficient of variation (CV)	6.840064
Kurtosis	852.98533
Mean	79.299546
Median Absolute Deviation (MAD)	0
Skewness	19.391729
Sum	96014226
Variance	294212.92
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1157187	95.6%
750	11017	0.9%
1500	2007	0.2%
2250	667	0.1%
3000	262	< 0.1%
3750	119	< 0.1%
818.5	99	< 0.1%
797	87	< 0.1%
830.5	80	< 0.1%
1250	72	< 0.1%
Other values (14823)	39182	3.2%

Value	Count	Frequency (%)
-1 × 10^-7	1	< 0.1%
-9 × 10^-8	1	< 0.1%
-1 × 10^-8	1	< 0.1%
0	1157187	95.6%
5 × 10^-9	6	< 0.1%
1 × 10^-8	4	< 0.1%
1.5 × 10^-8	4	< 0.1%
2 × 10^-8	1	< 0.1%
2.5 × 10^-8	2	< 0.1%
3 × 10^-8	2	< 0.1%

Value	Count	Frequency (%)
59441.5	1	< 0.1%
54918.00007	1	< 0.1%
46785.0001	1	< 0.1%
46490.00012	1	< 0.1%
44340	1	< 0.1%
43708.5	1	< 0.1%
43202	1	< 0.1%
36592.00031	1	< 0.1%
36240.00007	1	< 0.1%
35882.00005	1	< 0.1%

дата_следующей_выплаты
Unsupported

Missing Rejected Unsupported

Missing	1210779
Missing (%)	100.0%
Memory size	9.2 MiB

грейд_на_детерминаторе
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	57.7 MiB

3	242582
5	242499
4	242268
1	241877
2	241553

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1210779
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5
2nd row	1
3rd row	4
4th row	3
5th row	2

Common Values

Value	Count	Frequency (%)
3	242582	20.0%
5	242499	20.0%
4	242268	20.0%
1	241877	20.0%
2	241553	20.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	242582	20.0%
5	242499	20.0%
4	242268	20.0%
1	241877	20.0%
2	241553	20.0%

Most occurring characters

Value	Count	Frequency (%)
3	242582	20.0%
5	242499	20.0%
4	242268	20.0%
1	241877	20.0%
2	241553	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1210779	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
3	242582	20.0%
5	242499	20.0%
4	242268	20.0%
1	241877	20.0%
2	241553	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1210779	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
3	242582	20.0%
5	242499	20.0%
4	242268	20.0%
1	241877	20.0%
2	241553	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1210779	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
3	242582	20.0%
5	242499	20.0%
4	242268	20.0%
1	241877	20.0%
2	241553	20.0%

кол-во_взысканий_за_последний_год
Real number (ℝ)

Zeros

Distinct	15
Distinct (%)	< 0.1%
Missing	47
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.017142522

Minimum	0
Maximum	20
Zeros	1191816
Zeros (%)	98.4%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	20
Range	20
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.14751187
Coefficient of variation (CV)	8.6050274
Kurtosis	743.1048
Mean	0.017142522
Median Absolute Deviation (MAD)	0
Skewness	15.373284
Sum	20755
Variance	0.021759753
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	1191816	98.4%
1	17517	1.4%
2	1169	0.1%
3	143	< 0.1%
4	49	< 0.1%
5	16	< 0.1%
6	9	< 0.1%
7	3	< 0.1%
10	2	< 0.1%
12	2	< 0.1%
Other values (5)	6	< 0.1%
(Missing)	47	< 0.1%

Value	Count	Frequency (%)
0	1191816	98.4%
1	17517	1.4%
2	1169	0.1%
3	143	< 0.1%
4	49	< 0.1%
5	16	< 0.1%
6	9	< 0.1%
7	3	< 0.1%
8	1	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
16	1	< 0.1%
14	1	< 0.1%
12	2	< 0.1%
10	2	< 0.1%
9	2	< 0.1%
8	1	< 0.1%
7	3	< 0.1%
6	9	< 0.1%
5	16	< 0.1%

кол-во_месяцев_с_последнего_нарушения
Real number (ℝ)

High correlation Missing

Distinct	172
Distinct (%)	0.1%
Missing	892120
Missing (%)	73.7%
Infinite	0
Infinite (%)	0.0%
Mean	43.701741

Minimum	0
Maximum	226
Zeros	234
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	9
Q1	27
median	44
Q3	61
95-th percentile	77
Maximum	226
Range	226
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	21.372259
Coefficient of variation (CV)	0.48904822
Kurtosis	-0.67688785
Mean	43.701741
Median Absolute Deviation (MAD)	17
Skewness	0.056466006
Sum	13925953
Variance	456.77344
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45	5009	0.4%
40	4991	0.4%
43	4980	0.4%
42	4957	0.4%
44	4953	0.4%
41	4941	0.4%
46	4930	0.4%
38	4911	0.4%
48	4885	0.4%
47	4874	0.4%
Other values (162)	269228	22.2%
(Missing)	892120	73.7%

Value	Count	Frequency (%)
0	234	< 0.1%
1	895	0.1%
2	1021	0.1%
3	1117	0.1%
4	1470	0.1%
5	1874	0.2%
6	2261	0.2%
7	2373	0.2%
8	2554	0.2%
9	2687	0.2%

Value	Count	Frequency (%)
226	1	< 0.1%
202	1	< 0.1%
197	1	< 0.1%
192	1	< 0.1%
188	2	< 0.1%
180	1	< 0.1%
178	1	< 0.1%
176	1	< 0.1%
175	1	< 0.1%
171	2	< 0.1%

код_политики
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	60.0 MiB

1.0	1210779

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	3632337
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	1210779	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	1210779	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	1210779	33.3%
.	1210779	33.3%
0	1210779	33.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3632337	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	1210779	33.3%
.	1210779	33.3%
0	1210779	33.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3632337	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	1210779	33.3%
.	1210779	33.3%
0	1210779	33.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3632337	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	1210779	33.3%
.	1210779	33.3%
0	1210779	33.3%

совокупный_доход_заемщиков
Real number (ℝ)

High correlation Missing

Distinct	4714
Distinct (%)	20.3%
Missing	1187546
Missing (%)	98.1%
Infinite	0
Infinite (%)	0.0%
Mean	5869318

Minimum	550000
Maximum	91850000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	550000
5-th percentile	2550000
Q1	4000000
median	5328750
Q3	7000000
95-th percentile	10750000
Maximum	91850000
Range	91300000
Interquartile range (IQR)	3000000

Descriptive statistics

Standard deviation	2981315.9
Coefficient of variation (CV)	0.50794929
Kurtosis	59.000365
Mean	5869318
Median Absolute Deviation (MAD)	1428750
Skewness	4.1438304
Sum	1.3636187 × 10¹¹
Variance	8.8882446 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5000000	420	< 0.1%
5500000	409	< 0.1%
6000000	387	< 0.1%
4500000	382	< 0.1%
6500000	337	< 0.1%
4000000	313	< 0.1%
5250000	292	< 0.1%
6250000	281	< 0.1%
7500000	277	< 0.1%
5750000	276	< 0.1%
Other values (4704)	19859	1.6%
(Missing)	1187546	98.1%

Value	Count	Frequency (%)
550000	1	< 0.1%
770000	1	< 0.1%
900000	1	< 0.1%
903600	1	< 0.1%
906100	1	< 0.1%
924000	1	< 0.1%
960000	1	< 0.1%
978000	1	< 0.1%
989400	1	< 0.1%
1000000	1	< 0.1%

Value	Count	Frequency (%)
91850000	1	< 0.1%
67500000	1	< 0.1%
60500000	1	< 0.1%
53000000	1	< 0.1%
50000000	1	< 0.1%
47500000	1	< 0.1%
40000000	1	< 0.1%
39000000	1	< 0.1%
36250000	1	< 0.1%
35250000	1	< 0.1%

совокупный_пдн_заемщиков
Real number (ℝ)

High correlation Missing

Distinct	3599
Distinct (%)	15.5%
Missing	1187548
Missing (%)	98.1%
Infinite	0
Infinite (%)	0.0%
Mean	18.88083

Minimum	0
Maximum	69.49
Zeros	6
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	6.76
Q1	13.305
median	18.43
Q3	24.13
95-th percentile	32.36
Maximum	69.49
Range	69.49
Interquartile range (IQR)	10.825

Descriptive statistics

Standard deviation	7.7041247
Coefficient of variation (CV)	0.40803952
Kurtosis	-0.12639777
Mean	18.88083
Median Absolute Deviation (MAD)	5.4
Skewness	0.26947904
Sum	438620.56
Variance	59.353538
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.1	26	< 0.1%
18.27	23	< 0.1%
21.08	21	< 0.1%
18.54	21	< 0.1%
17.33	21	< 0.1%
16.97	20	< 0.1%
19.23	20	< 0.1%
15.32	19	< 0.1%
14.84	19	< 0.1%
14.92	19	< 0.1%
Other values (3589)	23022	1.9%
(Missing)	1187548	98.1%

Value	Count	Frequency (%)
0	6	< 0.1%
0.19	1	< 0.1%
0.23	1	< 0.1%
0.29	1	< 0.1%
0.3	1	< 0.1%
0.32	1	< 0.1%
0.34	1	< 0.1%
0.39	2	< 0.1%
0.42	1	< 0.1%
0.43	1	< 0.1%

Value	Count	Frequency (%)
69.49	1	< 0.1%
63.66	1	< 0.1%
61.9	1	< 0.1%
61.28	1	< 0.1%
55.52	1	< 0.1%
54.19	1	< 0.1%
49.45	1	< 0.1%
48.58	1	< 0.1%
46.86	1	< 0.1%
46.84	1	< 0.1%

кол-во_текущих_просроченных_счетов
Real number (ℝ)

High correlation Skewed Zeros

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0051314071

Minimum	0
Maximum	14
Zeros	1204992
Zeros (%)	99.5%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	14
Range	14
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07809918
Coefficient of variation (CV)	15.219837
Kurtosis	1265.6746
Mean	0.0051314071
Median Absolute Deviation (MAD)	0
Skewness	21.976059
Sum	6213
Variance	0.006099482
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	1204992	99.5%
1	5446	0.4%
2	286	< 0.1%
3	40	< 0.1%
4	10	< 0.1%
5	3	< 0.1%
6	1	< 0.1%
14	1	< 0.1%

Value	Count	Frequency (%)
0	1204992	99.5%
1	5446	0.4%
2	286	< 0.1%
3	40	< 0.1%
4	10	< 0.1%
5	3	< 0.1%
6	1	< 0.1%
14	1	< 0.1%

Value	Count	Frequency (%)
14	1	< 0.1%
6	1	< 0.1%
5	3	< 0.1%
4	10	< 0.1%
3	40	< 0.1%
2	286	< 0.1%
1	5446	0.4%
0	1204992	99.5%

общая_сумма_взысканий
Real number (ℝ)

Missing Skewed Zeros

Distinct	12311
Distinct (%)	1.1%
Missing	60767
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	250.86664

Minimum	0
Maximum	9152545
Zeros	973752
Zeros (%)	80.4%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	775
Maximum	9152545
Range	9152545
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	11635.818
Coefficient of variation (CV)	46.382487
Kurtosis	439741.55
Mean	250.86664
Median Absolute Deviation (MAD)	0
Skewness	636.54957
Sum	2.8849964 × 10⁸
Variance	1.3539227 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	973752	80.4%
50	2283	0.2%
100	1914	0.2%
75	1411	0.1%
150	1037	0.1%
200	1035	0.1%
60	988	0.1%
70	834	0.1%
80	825	0.1%
55	696	0.1%
Other values (12301)	165237	13.6%
(Missing)	60767	5.0%

Value	Count	Frequency (%)
0	973752	80.4%
2	4	< 0.1%
3	2	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	2	< 0.1%
7	2	< 0.1%
8	3	< 0.1%
9	4	< 0.1%
10	16	< 0.1%

Value	Count	Frequency (%)
9152545	1	< 0.1%
6214661	1	< 0.1%
5252395	1	< 0.1%
932461	1	< 0.1%
848438	1	< 0.1%
380757	1	< 0.1%
309838	1	< 0.1%
296368	1	< 0.1%
227157	1	< 0.1%
224107	1	< 0.1%

возвраты_с_учетом_мпл
Real number (ℝ)

Distinct	90000
Distinct (%)	7.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54972.619

Minimum	10000
Maximum	99999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	10000
5-th percentile	14503
Q1	32451
median	54955
Q3	77482
95-th percentile	95476
Maximum	99999
Range	89999
Interquartile range (IQR)	45031

Descriptive statistics

Standard deviation	25984.434
Coefficient of variation (CV)	0.47267957
Kurtosis	-1.2014871
Mean	54972.619
Median Absolute Deviation (MAD)	22516
Skewness	0.00083067518
Sum	6.6559693 × 10¹⁰
Variance	6.751908 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
44724	32	< 0.1%
44819	30	< 0.1%
34849	30	< 0.1%
68688	30	< 0.1%
19496	29	< 0.1%
17768	29	< 0.1%
37337	29	< 0.1%
16519	29	< 0.1%
20459	29	< 0.1%
81836	29	< 0.1%
Other values (89990)	1210483	> 99.9%

Value	Count	Frequency (%)
10000	14	< 0.1%
10001	10	< 0.1%
10002	11	< 0.1%
10003	9	< 0.1%
10004	15	< 0.1%
10005	13	< 0.1%
10006	7	< 0.1%
10007	13	< 0.1%
10008	10	< 0.1%
10009	17	< 0.1%

Value	Count	Frequency (%)
99999	10	< 0.1%
99998	16	< 0.1%
99997	16	< 0.1%
99996	17	< 0.1%
99995	15	< 0.1%
99994	14	< 0.1%
99993	7	< 0.1%
99992	8	< 0.1%
99991	14	< 0.1%
99990	7	< 0.1%

общая_сумма_на_счетах
Real number (ℝ)

High correlation Missing

Distinct	384016
Distinct (%)	33.4%
Missing	60767
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	7060188.8

Minimum	0
Maximum	4.000039 × 10⁸
Zeros	342
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	430900
Q1	1471400
median	4014300
Q3	10536625
95-th percentile	21695045
Maximum	4.000039 × 10⁸
Range	4.000039 × 10⁸
Interquartile range (IQR)	9065225

Descriptive statistics

Standard deviation	7887556.9
Coefficient of variation (CV)	1.1171878
Kurtosis	27.577337
Mean	7060188.8
Median Absolute Deviation (MAD)	3175025
Skewness	2.9260205
Sum	8.1193019 × 10¹²
Variance	6.2213554 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	342	< 0.1%
1442100	27	< 0.1%
1509550	26	< 0.1%
1257400	25	< 0.1%
863600	25	< 0.1%
1237100	25	< 0.1%
725550	25	< 0.1%
733550	24	< 0.1%
1058400	24	< 0.1%
915550	24	< 0.1%
Other values (384006)	1149445	94.9%
(Missing)	60767	5.0%

Value	Count	Frequency (%)
0	342	< 0.1%
50	5	< 0.1%
100	9	< 0.1%
150	8	< 0.1%
200	7	< 0.1%
250	7	< 0.1%
300	8	< 0.1%
350	4	< 0.1%
400	5	< 0.1%
450	9	< 0.1%

Value	Count	Frequency (%)
400003900	1	< 0.1%
272250600	1	< 0.1%
258609250	1	< 0.1%
238627450	1	< 0.1%
226755700	1	< 0.1%
207577350	1	< 0.1%
201320250	1	< 0.1%
194072450	1	< 0.1%
192039750	1	< 0.1%
189840550	1	< 0.1%

кол-во_открытых_счетов_за_полгода
Real number (ℝ)

High correlation Missing Zeros

Distinct	19
Distinct (%)	< 0.1%
Missing	726902
Missing (%)	60.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0505604

Minimum	0
Maximum	18
Zeros	196699
Zeros (%)	16.2%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	3
Maximum	18
Range	18
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.2090031
Coefficient of variation (CV)	1.1508174
Kurtosis	4.3619135
Mean	1.0505604
Median Absolute Deviation (MAD)	1
Skewness	1.6193
Sum	508342
Variance	1.4616886
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	196699	16.2%
1	154034	12.7%
2	79135	6.5%
3	33354	2.8%
4	12782	1.1%
5	4741	0.4%
6	1848	0.2%
7	724	0.1%
8	302	< 0.1%
9	138	< 0.1%
Other values (9)	120	< 0.1%
(Missing)	726902	60.0%

Value	Count	Frequency (%)
0	196699	16.2%
1	154034	12.7%
2	79135	6.5%
3	33354	2.8%
4	12782	1.1%
5	4741	0.4%
6	1848	0.2%
7	724	0.1%
8	302	< 0.1%
9	138	< 0.1%

Value	Count	Frequency (%)
18	1	< 0.1%
17	1	< 0.1%
16	2	< 0.1%
15	1	< 0.1%
14	6	< 0.1%
13	3	< 0.1%
12	18	< 0.1%
11	28	< 0.1%
10	60	< 0.1%
9	138	< 0.1%

кол-во_текущих_аннуитетных_счетов
Real number (ℝ)

High correlation Missing Zeros

Distinct	47
Distinct (%)	< 0.1%
Missing	726901
Missing (%)	60.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.7929395

Minimum	0
Maximum	53
Zeros	54165
Zeros (%)	4.5%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	9
Maximum	53
Range	53
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.9916561
Coefficient of variation (CV)	1.0711496
Kurtosis	13.673166
Mean	2.7929395
Median Absolute Deviation (MAD)	1
Skewness	3.001047
Sum	1351442
Variance	8.9500063
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
1	122943	10.2%
2	118505	9.8%
3	74719	6.2%
0	54165	4.5%
4	39432	3.3%
5	21492	1.8%
6	12879	1.1%
7	8862	0.7%
8	6443	0.5%
9	5020	0.4%
Other values (37)	19418	1.6%
(Missing)	726901	60.0%

Value	Count	Frequency (%)
0	54165	4.5%
1	122943	10.2%
2	118505	9.8%
3	74719	6.2%
4	39432	3.3%
5	21492	1.8%
6	12879	1.1%
7	8862	0.7%
8	6443	0.5%
9	5020	0.4%

Value	Count	Frequency (%)
53	1	< 0.1%
49	1	< 0.1%
48	1	< 0.1%
45	1	< 0.1%
43	1	< 0.1%
41	1	< 0.1%
40	3	< 0.1%
39	2	< 0.1%
38	2	< 0.1%
37	1	< 0.1%

кол-во_аннуитетных_счетов_за_год
Real number (ℝ)

High correlation Missing Zeros

Distinct	19
Distinct (%)	< 0.1%
Missing	726901
Missing (%)	60.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.77654905

Minimum	0
Maximum	25
Zeros	240562
Zeros (%)	19.9%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	3
Maximum	25
Range	25
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.99352056
Coefficient of variation (CV)	1.2794048
Kurtosis	6.4161895
Mean	0.77654905
Median Absolute Deviation (MAD)	1
Skewness	1.7748171
Sum	375755
Variance	0.98708311
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	240562	19.9%
1	153078	12.6%
2	61937	5.1%
3	19156	1.6%
4	6111	0.5%
5	2015	0.2%
6	696	0.1%
7	167	< 0.1%
8	72	< 0.1%
9	35	< 0.1%
Other values (9)	49	< 0.1%
(Missing)	726901	60.0%

Value	Count	Frequency (%)
0	240562	19.9%
1	153078	12.6%
2	61937	5.1%
3	19156	1.6%
4	6111	0.5%
5	2015	0.2%
6	696	0.1%
7	167	< 0.1%
8	72	< 0.1%
9	35	< 0.1%

Value	Count	Frequency (%)
25	1	< 0.1%
21	1	< 0.1%
20	2	< 0.1%
15	1	< 0.1%
14	1	< 0.1%
13	4	< 0.1%
12	5	< 0.1%
11	13	< 0.1%
10	21	< 0.1%
9	35	< 0.1%

кол-во_аннуитетных_счетов_за_2_года
Real number (ℝ)

High correlation Missing Zeros

Distinct	31
Distinct (%)	< 0.1%
Missing	726901
Missing (%)	60.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7432059

Minimum	0
Maximum	51
Zeros	113336
Zeros (%)	9.4%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	5
Maximum	51
Range	51
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.6863393
Coefficient of variation (CV)	0.96737815
Kurtosis	8.0038182
Mean	1.7432059
Median Absolute Deviation (MAD)	1
Skewness	1.8044752
Sum	843499
Variance	2.8437403
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
1	146663	12.1%
0	113336	9.4%
2	103911	8.6%
3	58298	4.8%
4	29868	2.5%
5	15490	1.3%
6	7694	0.6%
7	3980	0.3%
8	2165	0.2%
9	1060	0.1%
Other values (21)	1413	0.1%
(Missing)	726901	60.0%

Value	Count	Frequency (%)
0	113336	9.4%
1	146663	12.1%
2	103911	8.6%
3	58298	4.8%
4	29868	2.5%
5	15490	1.3%
6	7694	0.6%
7	3980	0.3%
8	2165	0.2%
9	1060	0.1%

Value	Count	Frequency (%)
51	1	< 0.1%
39	1	< 0.1%
31	1	< 0.1%
30	1	< 0.1%
28	1	< 0.1%
26	3	< 0.1%
24	1	< 0.1%
23	2	< 0.1%
22	4	< 0.1%
21	3	< 0.1%

кол-во_месяцев_с_посл_аннуитетного_счета
Real number (ℝ)

High correlation Missing

Distinct	336
Distinct (%)	0.1%
Missing	739709
Missing (%)	61.1%
Infinite	0
Infinite (%)	0.0%
Mean	19.602335

Minimum	0
Maximum	511
Zeros	222
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	6
median	12
Q3	22
95-th percentile	68
Maximum	511
Range	511
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	24.902938
Coefficient of variation (CV)	1.2704067
Kurtosis	17.941264
Mean	19.602335
Median Absolute Deviation (MAD)	7
Skewness	3.5132686
Sum	9234072
Variance	620.15633
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	23924	2.0%
7	23899	2.0%
3	23304	1.9%
6	22952	1.9%
5	22642	1.9%
8	22223	1.8%
9	20290	1.7%
2	19661	1.6%
10	18872	1.6%
13	18105	1.5%
Other values (326)	255198	21.1%
(Missing)	739709	61.1%

Value	Count	Frequency (%)
0	222	< 0.1%
1	10822	0.9%
2	19661	1.6%
3	23304	1.9%
4	23924	2.0%
5	22642	1.9%
6	22952	1.9%
7	23899	2.0%
8	22223	1.8%
9	20290	1.7%

Value	Count	Frequency (%)
511	1	< 0.1%
488	1	< 0.1%
446	1	< 0.1%
424	1	< 0.1%
415	1	< 0.1%
414	1	< 0.1%
411	1	< 0.1%
407	1	< 0.1%
397	1	< 0.1%
393	1	< 0.1%

текущий_баланс_по_аннуитетным_счетам
Real number (ℝ)

High correlation Missing Zeros

Distinct	114131
Distinct (%)	23.6%
Missing	726901
Missing (%)	60.0%
Infinite	0
Infinite (%)	0.0%
Mean	1793878.3

Minimum	0
Maximum	85550450
Zeros	51268
Zeros (%)	4.2%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	480500
median	1204050
Q3	2336600
95-th percentile	5605457.5
Maximum	85550450
Range	85550450
Interquartile range (IQR)	1856100

Descriptive statistics

Standard deviation	2146771.2
Coefficient of variation (CV)	1.1967206
Kurtosis	33.185052
Mean	1793878.3
Median Absolute Deviation (MAD)	850925
Skewness	3.7552152
Sum	8.6801824 × 10¹¹
Variance	4.6086265 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	51268	4.2%
500000	44	< 0.1%
250000	39	< 0.1%
750000	37	< 0.1%
275000	34	< 0.1%
475000	32	< 0.1%
1000000	29	< 0.1%
150000	26	< 0.1%
125000	25	< 0.1%
225000	25	< 0.1%
Other values (114121)	432319	35.7%
(Missing)	726901	60.0%

Value	Count	Frequency (%)
0	51268	4.2%
50	21	< 0.1%
100	3	< 0.1%
150	3	< 0.1%
200	4	< 0.1%
250	1	< 0.1%
300	3	< 0.1%
350	2	< 0.1%
400	3	< 0.1%
450	3	< 0.1%

Value	Count	Frequency (%)
85550450	1	< 0.1%
77364250	1	< 0.1%
68928500	1	< 0.1%
53114300	1	< 0.1%
46191800	1	< 0.1%
44624550	1	< 0.1%
43922950	1	< 0.1%
43341900	1	< 0.1%
42643850	1	< 0.1%
41399400	1	< 0.1%

соотношение_сумм_текущего_баланса_к_лимиту_по_аннуитетным_счетам
Real number (ℝ)

High correlation Missing

Distinct	230
Distinct (%)	0.1%
Missing	792391
Missing (%)	65.4%
Infinite	0
Infinite (%)	0.0%
Mean	71.435412

Minimum	0
Maximum	558
Zeros	2544
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	28
Q1	58
median	75
Q3	87
95-th percentile	101
Maximum	558
Range	558
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	22.904084
Coefficient of variation (CV)	0.32062648
Kurtosis	1.7729144
Mean	71.435412
Median Absolute Deviation (MAD)	14
Skewness	-0.45154974
Sum	29887719
Variance	524.59708
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
83	8702	0.7%
81	8639	0.7%
78	8417	0.7%
85	8416	0.7%
86	8393	0.7%
80	8272	0.7%
82	8258	0.7%
75	8141	0.7%
79	8076	0.7%
77	8068	0.7%
Other values (220)	335006	27.7%
(Missing)	792391	65.4%

Value	Count	Frequency (%)
0	2544	0.2%
1	134	< 0.1%
2	267	< 0.1%
3	459	< 0.1%
4	300	< 0.1%
5	335	< 0.1%
6	449	< 0.1%
7	393	< 0.1%
8	534	< 0.1%
9	429	< 0.1%

Value	Count	Frequency (%)
558	1	< 0.1%
464	1	< 0.1%
376	1	< 0.1%
311	1	< 0.1%
303	1	< 0.1%
293	1	< 0.1%
291	1	< 0.1%
288	1	< 0.1%
274	1	< 0.1%
272	1	< 0.1%

кол-во_возоб_счетов_за_год
Real number (ℝ)

High correlation Missing Zeros

Distinct	27
Distinct (%)	< 0.1%
Missing	726901
Missing (%)	60.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4203518

Minimum	0
Maximum	28
Zeros	159544
Zeros (%)	13.2%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	4
Maximum	28
Range	28
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.5758897
Coefficient of variation (CV)	1.1095066
Kurtosis	7.8806782
Mean	1.4203518
Median Absolute Deviation (MAD)	1
Skewness	1.9824262
Sum	687277
Variance	2.4834283
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0	159544	13.2%
1	144077	11.9%
2	89189	7.4%
3	46631	3.9%
4	22392	1.8%
5	10808	0.9%
6	5341	0.4%
7	2736	0.2%
8	1325	0.1%
9	748	0.1%
Other values (17)	1087	0.1%
(Missing)	726901	60.0%

Value	Count	Frequency (%)
0	159544	13.2%
1	144077	11.9%
2	89189	7.4%
3	46631	3.9%
4	22392	1.8%
5	10808	0.9%
6	5341	0.4%
7	2736	0.2%
8	1325	0.1%
9	748	0.1%

Value	Count	Frequency (%)
28	1	< 0.1%
26	4	< 0.1%
24	2	< 0.1%
23	1	< 0.1%
22	3	< 0.1%
21	3	< 0.1%
20	6	< 0.1%
19	7	< 0.1%
18	12	< 0.1%
17	17	< 0.1%

кол-во_возоб_счетов_за_2_года
Real number (ℝ)

High correlation Missing Zeros

Distinct	47
Distinct (%)	< 0.1%
Missing	726901
Missing (%)	60.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0056006

Minimum	0
Maximum	53
Zeros	64694
Zeros (%)	5.3%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	8
Maximum	53
Range	53
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.703802
Coefficient of variation (CV)	0.89958794
Kurtosis	8.0086384
Mean	3.0056006
Median Absolute Deviation (MAD)	1
Skewness	1.9255023
Sum	1454344
Variance	7.3105455
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
1	95018	7.8%
2	91673	7.6%
3	72954	6.0%
0	64694	5.3%
4	52853	4.4%
5	36383	3.0%
6	24018	2.0%
7	15883	1.3%
8	10187	0.8%
9	6714	0.6%
Other values (37)	13501	1.1%
(Missing)	726901	60.0%

Value	Count	Frequency (%)
0	64694	5.3%
1	95018	7.8%
2	91673	7.6%
3	72954	6.0%
4	52853	4.4%
5	36383	3.0%
6	24018	2.0%
7	15883	1.3%
8	10187	0.8%
9	6714	0.6%

Value	Count	Frequency (%)
53	1	< 0.1%
49	1	< 0.1%
45	2	< 0.1%
44	1	< 0.1%
43	2	< 0.1%
42	1	< 0.1%
40	1	< 0.1%
39	3	< 0.1%
38	3	< 0.1%
37	3	< 0.1%

макс_баланс_по_возоб_счетам
Real number (ℝ)

High correlation Missing Zeros

Distinct	26934
Distinct (%)	5.6%
Missing	726901
Missing (%)	60.0%
Infinite	0
Infinite (%)	0.0%
Mean	5539.2166

Minimum	0
Maximum	776843
Zeros	12660
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	306.85
Q1	2180
median	4200
Q3	7200
95-th percentile	15552
Maximum	776843
Range	776843
Interquartile range (IQR)	5020

Descriptive statistics

Standard deviation	5476.3771
Coefficient of variation (CV)	0.98865554
Kurtosis	1033.9657
Mean	5539.2166
Median Absolute Deviation (MAD)	2316
Skewness	11.433854
Sum	2.680305 × 10⁹
Variance	29990706
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12660	1.0%
3000	236	< 0.1%
2000	205	< 0.1%
8	196	< 0.1%
4000	182	< 0.1%
5000	166	< 0.1%
2500	150	< 0.1%
3500	130	< 0.1%
1900	125	< 0.1%
2400	124	< 0.1%
Other values (26924)	469704	38.8%
(Missing)	726901	60.0%

Value	Count	Frequency (%)
0	12660	1.0%
1	60	< 0.1%
2	91	< 0.1%
3	86	< 0.1%
4	86	< 0.1%
5	84	< 0.1%
6	93	< 0.1%
7	82	< 0.1%
8	196	< 0.1%
9	95	< 0.1%

Value	Count	Frequency (%)
776843	1	< 0.1%
457521	1	< 0.1%
389468	1	< 0.1%
301210	1	< 0.1%
298260	1	< 0.1%
250000	1	< 0.1%
208872	1	< 0.1%
207735	1	< 0.1%
171845	1	< 0.1%
170784	1	< 0.1%

соотношение_баланса_к_лимиту_общее
Real number (ℝ)

High correlation Missing

Distinct	170
Distinct (%)	< 0.1%
Missing	726952
Missing (%)	60.0%
Infinite	0
Infinite (%)	0.0%
Mean	58.171888

Minimum	0
Maximum	198
Zeros	1017
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	21
Q1	44
median	59
Q3	73
95-th percentile	90
Maximum	198
Range	198
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	20.939456
Coefficient of variation (CV)	0.35995833
Kurtosis	-0.068506103
Mean	58.171888
Median Absolute Deviation (MAD)	14
Skewness	-0.20601383
Sum	28145130
Variance	438.46081
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
63	9354	0.8%
64	9325	0.8%
60	9253	0.8%
59	9202	0.8%
65	9196	0.8%
66	9163	0.8%
62	9136	0.8%
67	9131	0.8%
61	9030	0.7%
58	8938	0.7%
Other values (160)	392099	32.4%
(Missing)	726952	60.0%

Value	Count	Frequency (%)
0	1017	0.1%
1	604	< 0.1%
2	593	< 0.1%
3	628	0.1%
4	588	< 0.1%
5	671	0.1%
6	668	0.1%
7	750	0.1%
8	782	0.1%
9	878	0.1%

Value	Count	Frequency (%)
198	1	< 0.1%
175	1	< 0.1%
173	1	< 0.1%
172	1	< 0.1%
170	1	< 0.1%
169	1	< 0.1%
168	1	< 0.1%
165	1	< 0.1%
163	1	< 0.1%
162	2	< 0.1%

общий_лимит_по_возоб_счету
Real number (ℝ)

High correlation Missing Skewed

Distinct	24921
Distinct (%)	2.2%
Missing	60767
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	1640264.3

Minimum	0
Maximum	4.9999995 × 10⁸
Zeros	544
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	300000
Q1	700000
median	1205000
Q3	2032500
95-th percentile	4300000
Maximum	4.9999995 × 10⁸
Range	4.9999995 × 10⁸
Interquartile range (IQR)	1332500

Descriptive statistics

Standard deviation	1793466.5
Coefficient of variation (CV)	1.0934009
Kurtosis	10450.511
Mean	1640264.3
Median Absolute Deviation (MAD)	595000
Skewness	42.234865
Sum	1.8863236 × 10¹²
Variance	3.2165219 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
500000	3896	0.3%
750000	3705	0.3%
575000	3638	0.3%
600000	3638	0.3%
650000	3635	0.3%
550000	3633	0.3%
700000	3622	0.3%
675000	3597	0.3%
725000	3575	0.3%
625000	3566	0.3%
Other values (24911)	1113507	92.0%
(Missing)	60767	5.0%

Value	Count	Frequency (%)
0	544	< 0.1%
5000	15	< 0.1%
10000	23	< 0.1%
15000	140	< 0.1%
20000	55	< 0.1%
25000	341	< 0.1%
27500	1	< 0.1%
30000	108	< 0.1%
30250	1	< 0.1%
31450	1	< 0.1%

Value	Count	Frequency (%)
499999950	2	< 0.1%
100656650	1	< 0.1%
99935000	1	< 0.1%
82635000	1	< 0.1%
82455050	1	< 0.1%
81450000	1	< 0.1%
75430000	1	< 0.1%
65745000	1	< 0.1%
62625000	1	< 0.1%
59225000	1	< 0.1%

кол-во_финансовых_запросов
Real number (ℝ)

Missing Zeros

Distinct	30
Distinct (%)	< 0.1%
Missing	726901
Missing (%)	60.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0929449

Minimum	0
Maximum	48
Zeros	234646
Zeros (%)	19.4%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	4
Maximum	48
Range	48
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.5868608
Coefficient of variation (CV)	1.4519129
Kurtosis	13.812888
Mean	1.0929449
Median Absolute Deviation (MAD)	1
Skewness	2.6627896
Sum	528852
Variance	2.5181273
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	234646	19.4%
1	119604	9.9%
2	62313	5.1%
3	31666	2.6%
4	16064	1.3%
5	8624	0.7%
6	4639	0.4%
7	2588	0.2%
8	1487	0.1%
9	869	0.1%
Other values (20)	1378	0.1%
(Missing)	726901	60.0%

Value	Count	Frequency (%)
0	234646	19.4%
1	119604	9.9%
2	62313	5.1%
3	31666	2.6%
4	16064	1.3%
5	8624	0.7%
6	4639	0.4%
7	2588	0.2%
8	1487	0.1%
9	869	0.1%

Value	Count	Frequency (%)
48	1	< 0.1%
32	1	< 0.1%
28	3	< 0.1%
27	1	< 0.1%
25	3	< 0.1%
24	4	< 0.1%
23	4	< 0.1%
22	3	< 0.1%
21	3	< 0.1%
20	11	< 0.1%

кол-во_финансовых_операций
Real number (ℝ)

Missing Zeros

Distinct	51
Distinct (%)	< 0.1%
Missing	726902
Missing (%)	60.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6095785

Minimum	0
Maximum	79
Zeros	251867
Zeros (%)	20.8%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	7
Maximum	79
Range	79
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.8254792
Coefficient of variation (CV)	1.7554156
Kurtosis	19.152843
Mean	1.6095785
Median Absolute Deviation (MAD)	0
Skewness	3.3466671
Sum	778838
Variance	7.9833328
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	251867	20.8%
1	81437	6.7%
2	46068	3.8%
3	29965	2.5%
4	20443	1.7%
5	14185	1.2%
6	10404	0.9%
7	7442	0.6%
8	5627	0.5%
9	4034	0.3%
Other values (41)	12405	1.0%
(Missing)	726902	60.0%

Value	Count	Frequency (%)
0	251867	20.8%
1	81437	6.7%
2	46068	3.8%
3	29965	2.5%
4	20443	1.7%
5	14185	1.2%
6	10404	0.9%
7	7442	0.6%
8	5627	0.5%
9	4034	0.3%

Value	Count	Frequency (%)
79	1	< 0.1%
68	1	< 0.1%
56	1	< 0.1%
51	1	< 0.1%
48	3	< 0.1%
45	3	< 0.1%
44	2	< 0.1%
43	2	< 0.1%
42	6	< 0.1%
41	3	< 0.1%

кол-во_заявок_на_кредит_за_год
Real number (ℝ)

High correlation Missing Zeros

Distinct	42
Distinct (%)	< 0.1%
Missing	726902
Missing (%)	60.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3114366

Minimum	0
Maximum	67
Zeros	116618
Zeros (%)	9.6%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	7
Maximum	67
Range	67
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.5399243
Coefficient of variation (CV)	1.098851
Kurtosis	10.608822
Mean	2.3114366
Median Absolute Deviation (MAD)	1
Skewness	2.3101248
Sum	1118451
Variance	6.4512157
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
0	116618	9.6%
1	112909	9.3%
2	85574	7.1%
3	58840	4.9%
4	38733	3.2%
5	24449	2.0%
6	15854	1.3%
7	10203	0.8%
8	6718	0.6%
9	4411	0.4%
Other values (32)	9568	0.8%
(Missing)	726902	60.0%

Value	Count	Frequency (%)
0	116618	9.6%
1	112909	9.3%
2	85574	7.1%
3	58840	4.9%
4	38733	3.2%
5	24449	2.0%
6	15854	1.3%
7	10203	0.8%
8	6718	0.6%
9	4411	0.4%

Value	Count	Frequency (%)
67	1	< 0.1%
45	1	< 0.1%
41	1	< 0.1%
40	3	< 0.1%
37	1	< 0.1%
36	2	< 0.1%
35	2	< 0.1%
34	4	< 0.1%
33	4	< 0.1%
32	6	< 0.1%

кол-во_открытых_счетов_за_2_года
Real number (ℝ)

High correlation Missing Zeros

Distinct	54
Distinct (%)	< 0.1%
Missing	42482
Missing (%)	3.5%
Infinite	0
Infinite (%)	0.0%
Mean	4.6942918

Minimum	0
Maximum	64
Zeros	46168
Zeros (%)	3.8%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	4
Q3	6
95-th percentile	11
Maximum	64
Range	64
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.1888711
Coefficient of variation (CV)	0.67930824
Kurtosis	4.3955344
Mean	4.6942918
Median Absolute Deviation (MAD)	2
Skewness	1.3763921
Sum	5484327
Variance	10.168899
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	171617	14.2%
4	163859	13.5%
2	151785	12.5%
5	141699	11.7%
6	112694	9.3%
1	106061	8.8%
7	84577	7.0%
8	60354	5.0%
0	46168	3.8%
9	41867	3.5%
Other values (44)	87616	7.2%
(Missing)	42482	3.5%

Value	Count	Frequency (%)
0	46168	3.8%
1	106061	8.8%
2	151785	12.5%
3	171617	14.2%
4	163859	13.5%
5	141699	11.7%
6	112694	9.3%
7	84577	7.0%
8	60354	5.0%
9	41867	3.5%

Value	Count	Frequency (%)
64	1	< 0.1%
56	1	< 0.1%
54	1	< 0.1%
53	1	< 0.1%
50	2	< 0.1%
49	2	< 0.1%
48	1	< 0.1%
47	2	< 0.1%
46	4	< 0.1%
45	3	< 0.1%

средний_баланс_текущих_счетов
Real number (ℝ)

High correlation Missing

Distinct	74928
Distinct (%)	6.5%
Missing	60788
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	674552.48

Minimum	0
Maximum	47904200
Zeros	330
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	54950
Q1	155000
median	370300
Q3	936350
95-th percentile	2152150
Maximum	47904200
Range	47904200
Interquartile range (IQR)	781350

Descriptive statistics

Standard deviation	814750.64
Coefficient of variation (CV)	1.2078388
Kurtosis	47.983157
Mean	674552.48
Median Absolute Deviation (MAD)	270550
Skewness	3.9315817
Sum	7.7572928 × 10¹¹
Variance	6.6381861 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	330	< 0.1%
98550	157	< 0.1%
107100	152	< 0.1%
130300	149	< 0.1%
141550	148	< 0.1%
129350	148	< 0.1%
128600	148	< 0.1%
115750	147	< 0.1%
112850	146	< 0.1%
133200	146	< 0.1%
Other values (74918)	1148320	94.8%
(Missing)	60788	5.0%

Value	Count	Frequency (%)
0	330	< 0.1%
50	31	< 0.1%
100	29	< 0.1%
150	32	< 0.1%
200	16	< 0.1%
250	26	< 0.1%
300	17	< 0.1%
350	20	< 0.1%
400	9	< 0.1%
450	19	< 0.1%

Value	Count	Frequency (%)
47904200	1	< 0.1%
40000400	1	< 0.1%
32316950	1	< 0.1%
25100100	1	< 0.1%
24874200	1	< 0.1%
23862750	1	< 0.1%
23342000	1	< 0.1%
23197250	1	< 0.1%
23184900	1	< 0.1%
22371650	1	< 0.1%

суммарная_доступная_сумма_займа_по_картам
Real number (ℝ)

High correlation Missing Zeros

Distinct	72744
Distinct (%)	6.3%
Missing	54971
Missing (%)	4.5%
Infinite	0
Infinite (%)	0.0%
Mean	509743.4

Minimum	0
Maximum	27995600
Zeros	19471
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	6650
Q1	73300
median	235250
Q3	619650
95-th percentile	1951850
Maximum	27995600
Range	27995600
Interquartile range (IQR)	546350

Descriptive statistics

Standard deviation	768419.74
Coefficient of variation (CV)	1.5074638
Kurtosis	26.676206
Mean	509743.4
Median Absolute Deviation (MAD)	198300
Skewness	3.8384935
Sum	5.891655 × 10¹¹
Variance	5.904689 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19471	1.6%
25000	1067	0.1%
100000	1066	0.1%
50000	974	0.1%
150000	876	0.1%
125000	796	0.1%
75000	757	0.1%
250000	724	0.1%
175000	644	0.1%
200000	625	0.1%
Other values (72734)	1128808	93.2%
(Missing)	54971	4.5%

Value	Count	Frequency (%)
0	19471	1.6%
50	232	< 0.1%
100	199	< 0.1%
150	230	< 0.1%
200	224	< 0.1%
250	227	< 0.1%
300	218	< 0.1%
350	244	< 0.1%
400	242	< 0.1%
450	251	< 0.1%

Value	Count	Frequency (%)
27995600	1	< 0.1%
24872250	1	< 0.1%
22742150	1	< 0.1%
18306350	1	< 0.1%
16608900	1	< 0.1%
16597850	1	< 0.1%
16375600	1	< 0.1%
16318650	1	< 0.1%
16087750	1	< 0.1%
16027900	1	< 0.1%

соотношение_баланса_к_лимиту_по_картам
Real number (ℝ)

High correlation Missing Zeros

Distinct	1426
Distinct (%)	0.1%
Missing	55663
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Mean	59.927292

Minimum	0
Maximum	339.6
Zeros	13711
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	8.7
Q1	38.3
median	63.2
Q3	84.8
95-th percentile	98
Maximum	339.6
Range	339.6
Interquartile range (IQR)	46.5

Descriptive statistics

Standard deviation	28.296688
Coefficient of variation (CV)	0.47218366
Kurtosis	-0.90466775
Mean	59.927292
Median Absolute Deviation (MAD)	23
Skewness	-0.36050733
Sum	69222974
Variance	800.70258
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13711	1.1%
98	3292	0.3%
97	3085	0.3%
99	3062	0.3%
96	3046	0.3%
95	2850	0.2%
94	2650	0.2%
93	2576	0.2%
92	2440	0.2%
91	2388	0.2%
Other values (1416)	1116016	92.2%
(Missing)	55663	4.6%

Value	Count	Frequency (%)
0	13711	1.1%
0.1	1117	0.1%
0.2	967	0.1%
0.3	840	0.1%
0.4	708	0.1%
0.5	670	0.1%
0.6	603	< 0.1%
0.7	607	0.1%
0.8	591	< 0.1%
0.9	564	< 0.1%

Value	Count	Frequency (%)
339.6	1	< 0.1%
318.2	1	< 0.1%
252.3	1	< 0.1%
243.8	1	< 0.1%
235.3	1	< 0.1%
204.6	1	< 0.1%
202.9	1	< 0.1%
202	1	< 0.1%
197	1	< 0.1%
194.9	1	< 0.1%

кол-во_списаний_за_год
Real number (ℝ)

Zeros

Distinct	11
Distinct (%)	< 0.1%
Missing	47
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.0090474192

Minimum	0
Maximum	10
Zeros	1200999
Zeros (%)	99.2%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.10963541
Coefficient of variation (CV)	12.117866
Kurtosis	583.19103
Mean	0.0090474192
Median Absolute Deviation (MAD)	0
Skewness	17.978017
Sum	10954
Variance	0.012019924
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	1200999	99.2%
1	8859	0.7%
2	672	0.1%
3	124	< 0.1%
4	45	< 0.1%
5	18	< 0.1%
6	6	< 0.1%
7	4	< 0.1%
9	3	< 0.1%
10	1	< 0.1%
(Missing)	47	< 0.1%

Value	Count	Frequency (%)
0	1200999	99.2%
1	8859	0.7%
2	672	0.1%
3	124	< 0.1%
4	45	< 0.1%
5	18	< 0.1%
6	6	< 0.1%
7	4	< 0.1%
8	1	< 0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
9	3	< 0.1%
8	1	< 0.1%
7	4	< 0.1%
6	6	< 0.1%
5	18	< 0.1%
4	45	< 0.1%
3	124	< 0.1%
2	672	0.1%
1	8859	0.7%

сумма_задолженности
Real number (ℝ)

High correlation Skewed Zeros

Distinct	1884
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	761.24053

Minimum	0
Maximum	12496250
Zeros	1206216
Zeros (%)	99.6%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	12496250
Range	12496250
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	41199.537
Coefficient of variation (CV)	54.121576
Kurtosis	14195.597
Mean	761.24053
Median Absolute Deviation (MAD)	0
Skewness	94.907298
Sum	9.2169405 × 10⁸
Variance	1.6974018 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1206216	99.6%
3250000	74	< 0.1%
1250	69	< 0.1%
1500	59	< 0.1%
2700	52	< 0.1%
2650	52	< 0.1%
3750	51	< 0.1%
2800	44	< 0.1%
2500	41	< 0.1%
2600	35	< 0.1%
Other values (1874)	4086	0.3%

Value	Count	Frequency (%)
0	1206216	99.6%
50	5	< 0.1%
100	7	< 0.1%
150	6	< 0.1%
200	9	< 0.1%
250	10	< 0.1%
300	9	< 0.1%
350	7	< 0.1%
400	8	< 0.1%
450	9	< 0.1%

Value	Count	Frequency (%)
12496250	1	< 0.1%
9270400	1	< 0.1%
6538900	1	< 0.1%
5531300	1	< 0.1%
4880950	1	< 0.1%
4726050	1	< 0.1%
4602550	1	< 0.1%
4410800	1	< 0.1%
4319950	1	< 0.1%
3846450	1	< 0.1%

кол-во_месяцев_с_первого_аннуитетного_счета
Real number (ℝ)

Missing

Distinct	516
Distinct (%)	< 0.1%
Missing	95020
Missing (%)	7.8%
Infinite	0
Infinite (%)	0.0%
Mean	125.7768

Minimum	0
Maximum	999
Zeros	9
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	32
Q1	98
median	129
Q3	152
95-th percentile	212
Maximum	999
Range	999
Interquartile range (IQR)	54

Descriptive statistics

Standard deviation	52.217881
Coefficient of variation (CV)	0.41516305
Kurtosis	1.8608338
Mean	125.7768
Median Absolute Deviation (MAD)	26
Skewness	0.34104113
Sum	1.403366 × 10⁸
Variance	2726.7071
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
126	13725	1.1%
125	13712	1.1%
127	13679	1.1%
128	13648	1.1%
122	13632	1.1%
124	13615	1.1%
130	13546	1.1%
123	13513	1.1%
132	13395	1.1%
129	13389	1.1%
Other values (506)	979905	80.9%
(Missing)	95020	7.8%

Value	Count	Frequency (%)
0	9	< 0.1%
1	291	< 0.1%
2	582	< 0.1%
3	797	0.1%
4	901	0.1%
5	913	0.1%
6	1056	0.1%
7	1357	0.1%
8	1524	0.1%
9	1488	0.1%

Value	Count	Frequency (%)
999	1	< 0.1%
724	1	< 0.1%
720	1	< 0.1%
687	1	< 0.1%
665	1	< 0.1%
651	1	< 0.1%
649	1	< 0.1%
647	1	< 0.1%
640	1	< 0.1%
609	1	< 0.1%

кол-во_месяцев_с_первого_возобновляемого_счета
Real number (ℝ)

Missing

Distinct	752
Distinct (%)	0.1%
Missing	60768
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	181.49398

Minimum	2
Maximum	852
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	2
5-th percentile	53
Q1	117
median	164
Q3	230
95-th percentile	363
Maximum	852
Range	850
Interquartile range (IQR)	113

Descriptive statistics

Standard deviation	94.501936
Coefficient of variation (CV)	0.52068908
Kurtosis	1.4745769
Mean	181.49398
Median Absolute Deviation (MAD)	54
Skewness	1.0352745
Sum	2.0872008 × 10⁸
Variance	8930.6158
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
132	6597	0.5%
125	6504	0.5%
131	6448	0.5%
136	6448	0.5%
130	6436	0.5%
127	6424	0.5%
129	6422	0.5%
133	6417	0.5%
128	6402	0.5%
124	6385	0.5%
Other values (742)	1085528	89.7%
(Missing)	60768	5.0%

Value	Count	Frequency (%)
2	3	< 0.1%
3	6	< 0.1%
4	7	< 0.1%
5	15	< 0.1%
6	16	< 0.1%
7	19	< 0.1%
8	21	< 0.1%
9	37	< 0.1%
10	48	< 0.1%
11	50	< 0.1%

Value	Count	Frequency (%)
852	1	< 0.1%
851	1	< 0.1%
842	1	< 0.1%
818	1	< 0.1%
817	1	< 0.1%
806	1	< 0.1%
804	1	< 0.1%
803	1	< 0.1%
793	1	< 0.1%
789	1	< 0.1%

кол-во_месяцев_с_последнего_возобновляемого_счета
Real number (ℝ)

High correlation Missing Zeros

Distinct	280
Distinct (%)	< 0.1%
Missing	60768
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.115211

Minimum	0
Maximum	438
Zeros	18257
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	4
median	8
Q3	16
95-th percentile	43
Maximum	438
Range	438
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	16.340215
Coefficient of variation (CV)	1.245898
Kurtosis	20.187273
Mean	13.115211
Median Absolute Deviation (MAD)	5
Skewness	3.5026566
Sum	15082637
Variance	267.00263
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	93442	7.7%
3	89311	7.4%
4	80703	6.7%
1	76732	6.3%
5	72015	5.9%
6	63987	5.3%
7	58812	4.9%
8	52090	4.3%
9	46404	3.8%
10	41867	3.5%
Other values (270)	474648	39.2%
(Missing)	60768	5.0%

Value	Count	Frequency (%)
0	18257	1.5%
1	76732	6.3%
2	93442	7.7%
3	89311	7.4%
4	80703	6.7%
5	72015	5.9%
6	63987	5.3%
7	58812	4.9%
8	52090	4.3%
9	46404	3.8%

Value	Count	Frequency (%)
438	1	< 0.1%
396	1	< 0.1%
343	1	< 0.1%
334	1	< 0.1%
330	1	< 0.1%
327	1	< 0.1%
324	1	< 0.1%
315	3	< 0.1%
314	1	< 0.1%
306	1	< 0.1%

кол-во_месяцев_с_последнего_счета
Real number (ℝ)

High correlation Missing Zeros

Distinct	194
Distinct (%)	< 0.1%
Missing	60767
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.8552033

Minimum	0
Maximum	314
Zeros	18885
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	5
Q3	10
95-th percentile	22
Maximum	314
Range	314
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	8.7331218
Coefficient of variation (CV)	1.1117627
Kurtosis	39.417299
Mean	7.8552033
Median Absolute Deviation (MAD)	3
Skewness	4.4402709
Sum	9033578
Variance	76.267417
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	129852	10.7%
3	125143	10.3%
4	110346	9.1%
1	100344	8.3%
5	94507	7.8%
6	81877	6.8%
7	72818	6.0%
8	61118	5.0%
9	50863	4.2%
10	42686	3.5%
Other values (184)	280458	23.2%
(Missing)	60767	5.0%

Value	Count	Frequency (%)
0	18885	1.6%
1	100344	8.3%
2	129852	10.7%
3	125143	10.3%
4	110346	9.1%
5	94507	7.8%
6	81877	6.8%
7	72818	6.0%
8	61118	5.0%
9	50863	4.2%

Value	Count	Frequency (%)
314	1	< 0.1%
289	1	< 0.1%
283	1	< 0.1%
263	1	< 0.1%
260	1	< 0.1%
250	1	< 0.1%
233	2	< 0.1%
226	1	< 0.1%
211	2	< 0.1%
210	1	< 0.1%

кол-во_ипотек
Real number (ℝ)

High correlation Missing Zeros

Distinct	38
Distinct (%)	< 0.1%
Missing	42482
Missing (%)	3.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.6709296

Minimum	0
Maximum	51
Zeros	471461
Zeros (%)	38.9%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	6
Maximum	51
Range	51
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.0003154
Coefficient of variation (CV)	1.1971273
Kurtosis	5.0061925
Mean	1.6709296
Median Absolute Deviation (MAD)	1
Skewness	1.6285981
Sum	1952142
Variance	4.0012618
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0	471461	38.9%
1	203641	16.8%
2	169927	14.0%
3	125420	10.4%
4	85402	7.1%
5	51980	4.3%
6	29301	2.4%
7	15096	1.2%
8	7545	0.6%
9	3899	0.3%
Other values (28)	4625	0.4%
(Missing)	42482	3.5%

Value	Count	Frequency (%)
0	471461	38.9%
1	203641	16.8%
2	169927	14.0%
3	125420	10.4%
4	85402	7.1%
5	51980	4.3%
6	29301	2.4%
7	15096	1.2%
8	7545	0.6%
9	3899	0.3%

Value	Count	Frequency (%)
51	1	< 0.1%
37	2	< 0.1%
36	1	< 0.1%
35	1	< 0.1%
34	3	< 0.1%
32	1	< 0.1%
31	2	< 0.1%
30	2	< 0.1%
29	3	< 0.1%
28	3	< 0.1%

кол-во_месяцев_с_последней_карты
Real number (ℝ)

High correlation Missing

Distinct	485
Distinct (%)	< 0.1%
Missing	54130
Missing (%)	4.5%
Infinite	0
Infinite (%)	0.0%
Mean	23.825563

Minimum	0
Maximum	639
Zeros	7356
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	6
median	13
Q3	28
95-th percentile	86
Maximum	639
Range	639
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	30.755536
Coefficient of variation (CV)	1.2908629
Kurtosis	20.628779
Mean	23.825563
Median Absolute Deviation (MAD)	9
Skewness	3.4583074
Sum	27557814
Variance	945.90298
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	58138	4.8%
2	57036	4.7%
4	55283	4.6%
5	51627	4.3%
6	48172	4.0%
7	45823	3.8%
8	42831	3.5%
9	39870	3.3%
1	38545	3.2%
10	37248	3.1%
Other values (475)	682076	56.3%
(Missing)	54130	4.5%

Value	Count	Frequency (%)
0	7356	0.6%
1	38545	3.2%
2	57036	4.7%
3	58138	4.8%
4	55283	4.6%
5	51627	4.3%
6	48172	4.0%
7	45823	3.8%
8	42831	3.5%
9	39870	3.3%

Value	Count	Frequency (%)
639	1	< 0.1%
616	1	< 0.1%
610	1	< 0.1%
604	1	< 0.1%
591	1	< 0.1%
577	1	< 0.1%
570	1	< 0.1%
562	1	< 0.1%
555	1	< 0.1%
554	1	< 0.1%

кол-во_мес_с_последней_задолженности_по_карте
Real number (ℝ)

High correlation Missing

Distinct	165
Distinct (%)	0.1%
Missing	923517
Missing (%)	76.3%
Infinite	0
Infinite (%)	0.0%
Mean	39.641564

Minimum	0
Maximum	202
Zeros	510
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	21
median	38
Q3	58
95-th percentile	77
Maximum	202
Range	202
Interquartile range (IQR)	37

Descriptive statistics

Standard deviation	22.685266
Coefficient of variation (CV)	0.57225961
Kurtosis	-0.83778337
Mean	39.641564
Median Absolute Deviation (MAD)	19
Skewness	0.24887968
Sum	11387515
Variance	514.62129
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26	4336	0.4%
13	4288	0.4%
25	4275	0.4%
28	4269	0.4%
29	4266	0.4%
19	4257	0.4%
45	4257	0.4%
31	4239	0.4%
35	4197	0.3%
38	4195	0.3%
Other values (155)	244683	20.2%
(Missing)	923517	76.3%

Value	Count	Frequency (%)
0	510	< 0.1%
1	1635	0.1%
2	1726	0.1%
3	2263	0.2%
4	2679	0.2%
5	3028	0.3%
6	3507	0.3%
7	3498	0.3%
8	3550	0.3%
9	3824	0.3%

Value	Count	Frequency (%)
202	1	< 0.1%
189	1	< 0.1%
188	1	< 0.1%
176	1	< 0.1%
171	1	< 0.1%
170	2	< 0.1%
162	1	< 0.1%
160	1	< 0.1%
159	1	< 0.1%
158	2	< 0.1%

кол-во_мес_с_последней_заявки
Real number (ℝ)

High correlation Missing Zeros

Distinct	26
Distinct (%)	< 0.1%
Missing	156537
Missing (%)	12.9%
Infinite	0
Infinite (%)	0.0%
Mean	6.7123289

Minimum	0
Maximum	25
Zeros	97016
Zeros (%)	8.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	10
95-th percentile	19
Maximum	25
Range	25
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	5.8508907
Coefficient of variation (CV)	0.87166329
Kurtosis	0.15138484
Mean	6.7123289
Median Absolute Deviation (MAD)	4
Skewness	0.96301855
Sum	7076419
Variance	34.232922
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
1	121889	10.1%
0	97016	8.0%
2	96905	8.0%
3	87463	7.2%
4	78545	6.5%
5	69370	5.7%
6	61898	5.1%
7	58694	4.8%
8	51418	4.2%
9	44625	3.7%
Other values (16)	286419	23.7%
(Missing)	156537	12.9%

Value	Count	Frequency (%)
0	97016	8.0%
1	121889	10.1%
2	96905	8.0%
3	87463	7.2%
4	78545	6.5%
5	69370	5.7%
6	61898	5.1%
7	58694	4.8%
8	51418	4.2%
9	44625	3.7%

Value	Count	Frequency (%)
25	18	< 0.1%
24	4431	0.4%
23	9082	0.8%
22	9680	0.8%
21	10771	0.9%
20	11793	1.0%
19	13176	1.1%
18	14752	1.2%
17	16499	1.4%
16	18482	1.5%

кол-во_мес_с_последней_задолженности_по_возобновляемому_счету
Real number (ℝ)

High correlation Missing

Distinct	166
Distinct (%)	< 0.1%
Missing	805599
Missing (%)	66.5%
Infinite	0
Infinite (%)	0.0%
Mean	35.802231

Minimum	0
Maximum	202
Zeros	858
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	17
median	33
Q3	52
95-th percentile	76
Maximum	202
Range	202
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	22.417298
Coefficient of variation (CV)	0.6261425
Kurtosis	-0.67094345
Mean	35.802231
Median Absolute Deviation (MAD)	17
Skewness	0.4450628
Sum	14506348
Variance	502.53527
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13	7396	0.6%
12	7258	0.6%
14	7160	0.6%
15	7106	0.6%
9	6971	0.6%
16	6814	0.6%
7	6793	0.6%
11	6779	0.6%
17	6760	0.6%
19	6747	0.6%
Other values (156)	335396	27.7%
(Missing)	805599	66.5%

Value	Count	Frequency (%)
0	858	0.1%
1	3046	0.3%
2	3370	0.3%
3	4328	0.4%
4	5001	0.4%
5	5750	0.5%
6	6660	0.6%
7	6793	0.6%
8	6720	0.6%
9	6971	0.6%

Value	Count	Frequency (%)
202	1	< 0.1%
197	1	< 0.1%
188	1	< 0.1%
180	1	< 0.1%
178	1	< 0.1%
176	1	< 0.1%
171	2	< 0.1%
170	2	< 0.1%
165	3	< 0.1%
162	1	< 0.1%

кол-во_счетов_с_просрочкой_4_мес
Real number (ℝ)

High correlation Missing Zeros

Distinct	39
Distinct (%)	< 0.1%
Missing	60767
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.50998511

Minimum	0
Maximum	51
Zeros	877352
Zeros (%)	72.5%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	51
Range	51
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.3259048
Coefficient of variation (CV)	2.5998892
Kurtosis	44.497417
Mean	0.50998511
Median Absolute Deviation (MAD)	0
Skewness	5.0420878
Sum	586489
Variance	1.7580235
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	877352	72.5%
1	145652	12.0%
2	58486	4.8%
3	26831	2.2%
4	15744	1.3%
5	9310	0.8%
6	5897	0.5%
7	3728	0.3%
8	2267	0.2%
9	1514	0.1%
Other values (29)	3231	0.3%
(Missing)	60767	5.0%

Value	Count	Frequency (%)
0	877352	72.5%
1	145652	12.0%
2	58486	4.8%
3	26831	2.2%
4	15744	1.3%
5	9310	0.8%
6	5897	0.5%
7	3728	0.3%
8	2267	0.2%
9	1514	0.1%

Value	Count	Frequency (%)
51	1	< 0.1%
39	1	< 0.1%
38	1	< 0.1%
35	1	< 0.1%
34	3	< 0.1%
33	2	< 0.1%
32	2	< 0.1%
31	5	< 0.1%
30	4	< 0.1%
29	7	< 0.1%

кол-во_активных_карт
Real number (ℝ)

High correlation Missing Zeros

Distinct	34
Distinct (%)	< 0.1%
Missing	60767
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.6444872

Minimum	0
Maximum	35
Zeros	24634
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	8
Maximum	35
Range	35
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.2504637
Coefficient of variation (CV)	0.61749805
Kurtosis	4.0549995
Mean	3.6444872
Median Absolute Deviation (MAD)	1
Skewness	1.406817
Sum	4191204
Variance	5.064587
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
3	246449	20.4%
2	234626	19.4%
4	191055	15.8%
1	131641	10.9%
5	127655	10.5%
6	79378	6.6%
7	46721	3.9%
8	27539	2.3%
0	24634	2.0%
9	16308	1.3%
Other values (24)	24006	2.0%
(Missing)	60767	5.0%

Value	Count	Frequency (%)
0	24634	2.0%
1	131641	10.9%
2	234626	19.4%
3	246449	20.4%
4	191055	15.8%
5	127655	10.5%
6	79378	6.6%
7	46721	3.9%
8	27539	2.3%
9	16308	1.3%

Value	Count	Frequency (%)
35	1	< 0.1%
33	2	< 0.1%
32	3	< 0.1%
30	5	< 0.1%
29	2	< 0.1%
28	2	< 0.1%
27	3	< 0.1%
26	13	< 0.1%
25	12	< 0.1%
24	22	< 0.1%

кол-во_активных_возобновляемых_счетов
Real number (ℝ)

High correlation Missing

Distinct	52
Distinct (%)	< 0.1%
Missing	60767
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.6458524

Minimum	0
Maximum	63
Zeros	4915
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	5
Q3	7
95-th percentile	12
Maximum	63
Range	63
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.3053399
Coefficient of variation (CV)	0.58544568
Kurtosis	4.7715154
Mean	5.6458524
Median Absolute Deviation (MAD)	2
Skewness	1.5362396
Sum	6492798
Variance	10.925272
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	177635	14.7%
5	162857	13.5%
3	161203	13.3%
6	133910	11.1%
2	106823	8.8%
7	103128	8.5%
8	76143	6.3%
9	54152	4.5%
1	40198	3.3%
10	38244	3.2%
Other values (42)	95719	7.9%
(Missing)	60767	5.0%

Value	Count	Frequency (%)
0	4915	0.4%
1	40198	3.3%
2	106823	8.8%
3	161203	13.3%
4	177635	14.7%
5	162857	13.5%
6	133910	11.1%
7	103128	8.5%
8	76143	6.3%
9	54152	4.5%

Value	Count	Frequency (%)
63	1	< 0.1%
60	1	< 0.1%
57	1	< 0.1%
52	1	< 0.1%
51	1	< 0.1%
47	1	< 0.1%
46	1	< 0.1%
44	3	< 0.1%
43	4	< 0.1%
42	6	< 0.1%

кол-во_карт_без_нарушений
Real number (ℝ)

High correlation Missing

Distinct	52
Distinct (%)	< 0.1%
Missing	50207
Missing (%)	4.1%
Infinite	0
Infinite (%)	0.0%
Mean	4.7359966

Minimum	0
Maximum	63
Zeros	11771
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	4
Q3	6
95-th percentile	10
Maximum	63
Range	63
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.9537454
Coefficient of variation (CV)	0.62367981
Kurtosis	6.5372539
Mean	4.7359966
Median Absolute Deviation (MAD)	2
Skewness	1.7231371
Sum	5496465
Variance	8.724612
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	203786	16.8%
4	193558	16.0%
2	159847	13.2%
5	155882	12.9%
6	115053	9.5%
7	79730	6.6%
1	75244	6.2%
8	54104	4.5%
9	36062	3.0%
10	24002	2.0%
Other values (42)	63304	5.2%
(Missing)	50207	4.1%

Value	Count	Frequency (%)
0	11771	1.0%
1	75244	6.2%
2	159847	13.2%
3	203786	16.8%
4	193558	16.0%
5	155882	12.9%
6	115053	9.5%
7	79730	6.6%
8	54104	4.5%
9	36062	3.0%

Value	Count	Frequency (%)
63	1	< 0.1%
57	1	< 0.1%
54	1	< 0.1%
49	1	< 0.1%
48	1	< 0.1%
46	3	< 0.1%
45	2	< 0.1%
44	1	< 0.1%
43	1	< 0.1%
42	3	< 0.1%

кол-во_карт
Real number (ℝ)

High correlation Missing

Distinct	68
Distinct (%)	< 0.1%
Missing	60767
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.1029424

Minimum	0
Maximum	70
Zeros	2619
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	5
median	7
Q3	11
95-th percentile	17
Maximum	70
Range	70
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.8022243
Coefficient of variation (CV)	0.59265192
Kurtosis	3.3540055
Mean	8.1029424
Median Absolute Deviation (MAD)	3
Skewness	1.3438584
Sum	9318481
Variance	23.061359
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	115370	9.5%
6	114825	9.5%
7	107369	8.9%
4	107365	8.9%
8	97354	8.0%
3	85849	7.1%
9	84448	7.0%
10	70983	5.9%
11	59115	4.9%
2	53953	4.5%
Other values (58)	253381	20.9%
(Missing)	60767	5.0%

Value	Count	Frequency (%)
0	2619	0.2%
1	20908	1.7%
2	53953	4.5%
3	85849	7.1%
4	107365	8.9%
5	115370	9.5%
6	114825	9.5%
7	107369	8.9%
8	97354	8.0%
9	84448	7.0%

Value	Count	Frequency (%)
70	2	< 0.1%
68	1	< 0.1%
66	2	< 0.1%
65	1	< 0.1%
64	1	< 0.1%
63	1	< 0.1%
61	2	< 0.1%
60	2	< 0.1%
59	1	< 0.1%
58	3	< 0.1%

кол-во_аннуитетных_счетов
Real number (ℝ)

High correlation Missing Zeros

Distinct	112
Distinct (%)	< 0.1%
Missing	60767
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.5663958

Minimum	0
Maximum	159
Zeros	34323
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	4
median	7
Q3	11
95-th percentile	23
Maximum	159
Range	159
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	7.386149
Coefficient of variation (CV)	0.86222364
Kurtosis	7.5728644
Mean	8.5663958
Median Absolute Deviation (MAD)	4
Skewness	2.0567485
Sum	9851458
Variance	54.555198
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	98169	8.1%
3	97306	8.0%
5	93952	7.8%
2	87775	7.2%
6	86779	7.2%
7	77821	6.4%
8	69099	5.7%
1	66628	5.5%
9	59487	4.9%
10	51876	4.3%
Other values (102)	361120	29.8%
(Missing)	60767	5.0%

Value	Count	Frequency (%)
0	34323	2.8%
1	66628	5.5%
2	87775	7.2%
3	97306	8.0%
4	98169	8.1%
5	93952	7.8%
6	86779	7.2%
7	77821	6.4%
8	69099	5.7%
9	59487	4.9%

Value	Count	Frequency (%)
159	1	< 0.1%
150	1	< 0.1%
138	1	< 0.1%
132	1	< 0.1%
128	1	< 0.1%
121	1	< 0.1%
118	1	< 0.1%
117	1	< 0.1%
113	1	< 0.1%
110	1	< 0.1%

кол-во_открытых_возобновляемых_счетов
Real number (ℝ)

High correlation Missing

Distinct	74
Distinct (%)	< 0.1%
Missing	60767
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.282877

Minimum	0
Maximum	83
Zeros	439
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	5
median	7
Q3	10
95-th percentile	17
Maximum	83
Range	83
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.5624135
Coefficient of variation (CV)	0.55082473
Kurtosis	4.3635255
Mean	8.282877
Median Absolute Deviation (MAD)	3
Skewness	1.4703577
Sum	9525408
Variance	20.815617
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	125933	10.4%
5	121481	10.0%
7	119975	9.9%
8	107520	8.9%
4	103855	8.6%
9	91873	7.6%
10	76564	6.3%
3	71980	5.9%
11	61910	5.1%
12	49468	4.1%
Other values (64)	219453	18.1%
(Missing)	60767	5.0%

Value	Count	Frequency (%)
0	439	< 0.1%
1	8025	0.7%
2	35782	3.0%
3	71980	5.9%
4	103855	8.6%
5	121481	10.0%
6	125933	10.4%
7	119975	9.9%
8	107520	8.9%
9	91873	7.6%

Value	Count	Frequency (%)
83	1	< 0.1%
79	1	< 0.1%
77	1	< 0.1%
73	1	< 0.1%
72	1	< 0.1%
71	1	< 0.1%
67	2	< 0.1%
66	1	< 0.1%
65	1	< 0.1%
64	1	< 0.1%

кол-во_возобновляемых_счетов
Real number (ℝ)

High correlation Missing

Distinct	106
Distinct (%)	< 0.1%
Missing	60768
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.615024

Minimum	0
Maximum	128
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	9
median	13
Q3	19
95-th percentile	30
Maximum	128
Range	128
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	8.122803
Coefficient of variation (CV)	0.55578446
Kurtosis	3.0350983
Mean	14.615024
Median Absolute Deviation (MAD)	5
Skewness	1.3002009
Sum	16807438
Variance	65.979929
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	67873	5.6%
11	67254	5.6%
9	66480	5.5%
12	65369	5.4%
8	63456	5.2%
13	62534	5.2%
7	59279	4.9%
14	58188	4.8%
15	54601	4.5%
6	51445	4.2%
Other values (96)	533532	44.1%
(Missing)	60768	5.0%

Value	Count	Frequency (%)
0	1	< 0.1%
1	17	< 0.1%
2	7866	0.6%
3	18279	1.5%
4	30489	2.5%
5	41269	3.4%
6	51445	4.2%
7	59279	4.9%
8	63456	5.2%
9	66480	5.5%

Value	Count	Frequency (%)
128	1	< 0.1%
127	1	< 0.1%
113	1	< 0.1%
112	1	< 0.1%
107	1	< 0.1%
105	1	< 0.1%
104	2	< 0.1%
103	2	< 0.1%
102	1	< 0.1%
101	2	< 0.1%

кол-во_возобновляемых_счетов_с_балансом_более_0
Real number (ℝ)

High correlation Missing

Distinct	46
Distinct (%)	< 0.1%
Missing	60767
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.5951825

Minimum	0
Maximum	45
Zeros	4834
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	5
Q3	7
95-th percentile	12
Maximum	45
Range	45
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.218659
Coefficient of variation (CV)	0.5752554
Kurtosis	3.9266999
Mean	5.5951825
Median Absolute Deviation (MAD)	2
Skewness	1.4318622
Sum	6434527
Variance	10.359765
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
4	178892	14.8%
5	164270	13.6%
3	162203	13.4%
6	134840	11.1%
2	107310	8.9%
7	103560	8.6%
8	76108	6.3%
9	53925	4.5%
1	40118	3.3%
10	37860	3.1%
Other values (36)	90926	7.5%
(Missing)	60767	5.0%

Value	Count	Frequency (%)
0	4834	0.4%
1	40118	3.3%
2	107310	8.9%
3	162203	13.4%
4	178892	14.8%
5	164270	13.6%
6	134840	11.1%
7	103560	8.6%
8	76108	6.3%
9	53925	4.5%

Value	Count	Frequency (%)
45	1	< 0.1%
44	1	< 0.1%
43	4	< 0.1%
42	3	< 0.1%
41	1	< 0.1%
40	1	< 0.1%
39	5	< 0.1%
38	5	< 0.1%
37	6	< 0.1%
36	7	< 0.1%

кол-во_счетов_без_нарушений
Real number (ℝ)

High correlation Missing

Distinct	82
Distinct (%)	< 0.1%
Missing	50207
Missing (%)	4.1%
Infinite	0
Infinite (%)	0.0%
Mean	11.642699

Minimum	0
Maximum	90
Zeros	15
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	8
median	11
Q3	14
95-th percentile	22
Maximum	90
Range	90
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.4851892
Coefficient of variation (CV)	0.47112696
Kurtosis	3.3149997
Mean	11.642699
Median Absolute Deviation (MAD)	3
Skewness	1.295737
Sum	13512190
Variance	30.0873
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9	103139	8.5%
10	100505	8.3%
8	98684	8.2%
11	92751	7.7%
7	88389	7.3%
12	83299	6.9%
6	72983	6.0%
13	72538	6.0%
14	61934	5.1%
5	52550	4.3%
Other values (72)	333800	27.6%

Value	Count	Frequency (%)
0	15	< 0.1%
1	463	< 0.1%
2	3826	0.3%
3	13441	1.1%
4	31472	2.6%
5	52550	4.3%
6	72983	6.0%
7	88389	7.3%
8	98684	8.2%
9	103139	8.5%

Value	Count	Frequency (%)
90	1	< 0.1%
87	1	< 0.1%
84	1	< 0.1%
82	1	< 0.1%
81	1	< 0.1%
80	1	< 0.1%
77	1	< 0.1%
76	3	< 0.1%
75	2	< 0.1%
74	2	< 0.1%

кол-во_счетов_с_акт_просрочкой_4_мес_обн_2_мес
Real number (ℝ)

Missing Skewed Zeros

Distinct	6
Distinct (%)	< 0.1%
Missing	105517
Missing (%)	8.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.00082785801

Minimum	0
Maximum	6
Zeros	1104393
Zeros (%)	91.2%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.030678553
Coefficient of variation (CV)	37.057748
Kurtosis	3249.3236
Mean	0.00082785801
Median Absolute Deviation (MAD)	0
Skewness	45.699631
Sum	915
Variance	0.00094117363
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	1104393	91.2%
1	833	0.1%
2	30	< 0.1%
3	4	< 0.1%
6	1	< 0.1%
4	1	< 0.1%
(Missing)	105517	8.7%

Value	Count	Frequency (%)
0	1104393	91.2%
1	833	0.1%
2	30	< 0.1%
3	4	< 0.1%
4	1	< 0.1%
6	1	< 0.1%

Value	Count	Frequency (%)
6	1	< 0.1%
4	1	< 0.1%
3	4	< 0.1%
2	30	< 0.1%
1	833	0.1%
0	1104393	91.2%

кол-во_счетов_с_акт_просрочкой_1_мес
Categorical

High correlation Imbalance Missing

Distinct	5
Distinct (%)	< 0.1%
Missing	60767
Missing (%)	5.0%
Memory size	60.3 MiB

0.0	1146258
1.0	3544
2.0	177
3.0	26
4.0	7

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	3450036
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1146258	94.7%
1.0	3544	0.3%
2.0	177	< 0.1%
3.0	26	< 0.1%
4.0	7	< 0.1%
(Missing)	60767	5.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1146258	99.7%
1.0	3544	0.3%
2.0	177	< 0.1%
3.0	26	< 0.1%
4.0	7	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	2296270	66.6%
.	1150012	33.3%
1	3544	0.1%
2	177	< 0.1%
3	26	< 0.1%
4	7	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3450036	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2296270	66.6%
.	1150012	33.3%
1	3544	0.1%
2	177	< 0.1%
3	26	< 0.1%
4	7	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3450036	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2296270	66.6%
.	1150012	33.3%
1	3544	0.1%
2	177	< 0.1%
3	26	< 0.1%
4	7	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3450036	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2296270	66.6%
.	1150012	33.3%
1	3544	0.1%
2	177	< 0.1%
3	26	< 0.1%
4	7	< 0.1%

кол-во_счетов_с_акт_просрочкой_3_мес_за_2_года
Real number (ℝ)

High correlation Missing Zeros

Distinct	28
Distinct (%)	< 0.1%
Missing	60767
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.088843421

Minimum	0
Maximum	39
Zeros	1084083
Zeros (%)	89.5%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	39
Range	39
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.50352409
Coefficient of variation (CV)	5.6675451
Kurtosis	314.33805
Mean	0.088843421
Median Absolute Deviation (MAD)	0
Skewness	13.214889
Sum	102171
Variance	0.25353651
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
0	1084083	89.5%
1	49338	4.1%
2	9758	0.8%
3	2726	0.2%
4	1497	0.1%
5	798	0.1%
6	602	< 0.1%
7	342	< 0.1%
8	244	< 0.1%
9	181	< 0.1%
Other values (18)	443	< 0.1%
(Missing)	60767	5.0%

Value	Count	Frequency (%)
0	1084083	89.5%
1	49338	4.1%
2	9758	0.8%
3	2726	0.2%
4	1497	0.1%
5	798	0.1%
6	602	< 0.1%
7	342	< 0.1%
8	244	< 0.1%
9	181	< 0.1%

Value	Count	Frequency (%)
39	1	< 0.1%
30	1	< 0.1%
29	1	< 0.1%
26	3	< 0.1%
25	1	< 0.1%
22	4	< 0.1%
21	1	< 0.1%
20	8	< 0.1%
19	5	< 0.1%
18	13	< 0.1%

кол-во_счетов_за_посл_год
Real number (ℝ)

High correlation Missing Zeros

Distinct	32
Distinct (%)	< 0.1%
Missing	60767
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1791338

Minimum	0
Maximum	32
Zeros	193513
Zeros (%)	16.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	6
Maximum	32
Range	32
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.8461574
Coefficient of variation (CV)	0.84719784
Kurtosis	4.9997542
Mean	2.1791338
Median Absolute Deviation (MAD)	1
Skewness	1.502767
Sum	2506030
Variance	3.4082973
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
1	283910	23.4%
2	260437	21.5%
0	193513	16.0%
3	188609	15.6%
4	111506	9.2%
5	54506	4.5%
6	26340	2.2%
7	14306	1.2%
8	7420	0.6%
9	4077	0.3%
Other values (22)	5388	0.4%
(Missing)	60767	5.0%

Value	Count	Frequency (%)
0	193513	16.0%
1	283910	23.4%
2	260437	21.5%
3	188609	15.6%
4	111506	9.2%
5	54506	4.5%
6	26340	2.2%
7	14306	1.2%
8	7420	0.6%
9	4077	0.3%

Value	Count	Frequency (%)
32	1	< 0.1%
30	1	< 0.1%
29	1	< 0.1%
28	4	< 0.1%
27	1	< 0.1%
26	3	< 0.1%
25	6	< 0.1%
24	6	< 0.1%
23	12	< 0.1%
22	7	< 0.1%

процент_счетов_без_просрочек
Real number (ℝ)

High correlation Missing

Distinct	624
Distinct (%)	0.1%
Missing	60902
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	94.162311

Minimum	0
Maximum	100
Zeros	4
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	76
Q1	91.3
median	98
Q3	100
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	8.7

Descriptive statistics

Standard deviation	8.745308
Coefficient of variation (CV)	0.092874823
Kurtosis	6.5087445
Mean	94.162311
Median Absolute Deviation (MAD)	2
Skewness	-2.2126711
Sum	1.0827508 × 10⁸
Variance	76.480413
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	566405	46.8%
95	16758	1.4%
90	16261	1.3%
96	15255	1.3%
91.7	11511	1.0%
92.3	11459	0.9%
90.9	11456	0.9%
88.9	11090	0.9%
92.9	11070	0.9%
87.5	10761	0.9%
Other values (614)	467851	38.6%
(Missing)	60902	5.0%

Value	Count	Frequency (%)
0	4	< 0.1%
5	1	< 0.1%
6.7	1	< 0.1%
7.1	1	< 0.1%
7.7	1	< 0.1%
10	1	< 0.1%
10.5	1	< 0.1%
10.7	2	< 0.1%
11.1	1	< 0.1%
12	1	< 0.1%

Value	Count	Frequency (%)
100	566405	46.8%
99.3	1	< 0.1%
99.2	4	< 0.1%
99.1	3	< 0.1%
99	57	< 0.1%
98.9	47	< 0.1%
98.8	73	< 0.1%
98.7	121	< 0.1%
98.6	275	< 0.1%
98.5	362	< 0.1%

процент_счетов_прев_75_лимита
Real number (ℝ)

High correlation Missing Zeros

Distinct	242
Distinct (%)	< 0.1%
Missing	55331
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Mean	45.139655

Minimum	0
Maximum	100
Zeros	278876
Zeros (%)	23.0%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	10
median	42.9
Q3	75
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	65

Descriptive statistics

Standard deviation	36.00162
Coefficient of variation (CV)	0.7975608
Kurtosis	-1.2856744
Mean	45.139655
Median Absolute Deviation (MAD)	32.1
Skewness	0.20414808
Sum	52156525
Variance	1296.1166
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	278876	23.0%
100	211006	17.4%
50	129778	10.7%
33.3	79782	6.6%
66.7	77439	6.4%
25	51790	4.3%
75	44720	3.7%
20	33619	2.8%
40	31046	2.6%
60	27562	2.3%
Other values (232)	189830	15.7%
(Missing)	55331	4.6%

Value	Count	Frequency (%)
0	278876	23.0%
0.14	2	< 0.1%
0.17	1	< 0.1%
0.2	8	< 0.1%
0.25	17	< 0.1%
0.29	2	< 0.1%
0.33	45	< 0.1%
0.38	4	< 0.1%
0.4	10	< 0.1%
0.43	3	< 0.1%

Value	Count	Frequency (%)
100	211006	17.4%
95.8	1	< 0.1%
95.5	2	< 0.1%
95	2	< 0.1%
94.7	3	< 0.1%
94.4	4	< 0.1%
94.1	10	< 0.1%
93.8	5	< 0.1%
93.7	16	< 0.1%
93.3	33	< 0.1%

кол-во_публ_банкротств
Real number (ℝ)

High correlation Zeros

Distinct	12
Distinct (%)	< 0.1%
Missing	618
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.13443335

Minimum	0
Maximum	12
Zeros	1059314
Zeros (%)	87.5%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	12
Range	12
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.37813013
Coefficient of variation (CV)	2.8127702
Kurtosis	20.314762
Mean	0.13443335
Median Absolute Deviation (MAD)	0
Skewness	3.454531
Sum	162686
Variance	0.1429824
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	1059314	87.5%
1	141876	11.7%
2	6980	0.6%
3	1429	0.1%
4	365	< 0.1%
5	128	< 0.1%
6	43	< 0.1%
7	13	< 0.1%
8	8	< 0.1%
9	3	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	618	0.1%

Value	Count	Frequency (%)
0	1059314	87.5%
1	141876	11.7%
2	6980	0.6%
3	1429	0.1%
4	365	< 0.1%
5	128	< 0.1%
6	43	< 0.1%
7	13	< 0.1%
8	8	< 0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
12	1	< 0.1%
11	1	< 0.1%
9	3	< 0.1%
8	8	< 0.1%
7	13	< 0.1%
6	43	< 0.1%
5	128	< 0.1%
4	365	< 0.1%
3	1429	0.1%
2	6980	0.6%

кол-во_залогов
Real number (ℝ)

Skewed Zeros

Distinct	35
Distinct (%)	< 0.1%
Missing	34
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.052214133

Minimum	0
Maximum	85
Zeros	1171794
Zeros (%)	96.8%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	85
Range	85
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.39967784
Coefficient of variation (CV)	7.6545913
Kurtosis	3893.9754
Mean	0.052214133
Median Absolute Deviation (MAD)	0
Skewness	33.815936
Sum	63218
Variance	0.15974238
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	1171794	96.8%
1	26447	2.2%
2	7333	0.6%
3	2604	0.2%
4	1193	0.1%
5	618	0.1%
6	323	< 0.1%
7	158	< 0.1%
8	77	< 0.1%
9	54	< 0.1%
Other values (25)	144	< 0.1%

Value	Count	Frequency (%)
0	1171794	96.8%
1	26447	2.2%
2	7333	0.6%
3	2604	0.2%
4	1193	0.1%
5	618	0.1%
6	323	< 0.1%
7	158	< 0.1%
8	77	< 0.1%
9	54	< 0.1%

Value	Count	Frequency (%)
85	1	< 0.1%
63	1	< 0.1%
61	1	< 0.1%
53	1	< 0.1%
48	1	< 0.1%
46	2	< 0.1%
45	1	< 0.1%
37	1	< 0.1%
34	1	< 0.1%
27	2	< 0.1%

кредитный_лимит
Real number (ℝ)

High correlation Missing

Distinct	408741
Distinct (%)	35.5%
Missing	60767
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	8723506.2

Minimum	0
Maximum	4.9999995 × 10⁸
Zeros	21
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	940827.5
Q1	2482050
median	5623025
Q3	12604450
95-th percentile	24941395
Maximum	4.9999995 × 10⁸
Range	4.9999995 × 10⁸
Interquartile range (IQR)	10122400

Descriptive statistics

Standard deviation	8908826.9
Coefficient of variation (CV)	1.0212438
Kurtosis	108.80381
Mean	8723506.2
Median Absolute Deviation (MAD)	3890175
Skewness	4.2719057
Sum	1.0032137 × 10¹³
Variance	7.9367197 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
775000	377	< 0.1%
825000	374	< 0.1%
625000	371	< 0.1%
875000	362	< 0.1%
750000	359	< 0.1%
900000	354	< 0.1%
800000	343	< 0.1%
675000	342	< 0.1%
690000	341	< 0.1%
500000	341	< 0.1%
Other values (408731)	1146448	94.7%
(Missing)	60767	5.0%

Value	Count	Frequency (%)
0	21	< 0.1%
10000	3	< 0.1%
15000	11	< 0.1%
20000	1	< 0.1%
25000	24	< 0.1%
30000	4	< 0.1%
35000	6	< 0.1%
40000	15	< 0.1%
45000	7	< 0.1%
50000	24	< 0.1%

Value	Count	Frequency (%)
499999950	10	< 0.1%
435012650	1	< 0.1%
429628050	1	< 0.1%
295772000	1	< 0.1%
268482950	1	< 0.1%
251130850	1	< 0.1%
246626200	1	< 0.1%
240970100	1	< 0.1%
223794550	1	< 0.1%
223048000	1	< 0.1%

кредитный_баланс_без_ипотеки
Real number (ℝ)

High correlation Missing

Distinct	172717
Distinct (%)	14.8%
Missing	42482
Missing (%)	3.5%
Infinite	0
Infinite (%)	0.0%
Mean	2483355.1

Minimum	0
Maximum	1.7040475 × 10⁸
Zeros	602
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	342300
Q1	1044150
median	1865200
Q3	3127100
95-th percentile	6657720
Maximum	1.7040475 × 10⁸
Range	1.7040475 × 10⁸
Interquartile range (IQR)	2082950

Descriptive statistics

Standard deviation	2387537.2
Coefficient of variation (CV)	0.96141595
Kurtosis	71.971498
Mean	2483355.1
Median Absolute Deviation (MAD)	960950
Skewness	4.3268826
Sum	2.9012963 × 10¹²
Variance	5.700334 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	602	< 0.1%
1442100	37	< 0.1%
954750	37	< 0.1%
1702900	37	< 0.1%
1153400	36	< 0.1%
1240250	35	< 0.1%
1107300	34	< 0.1%
1153900	34	< 0.1%
1013750	34	< 0.1%
1193400	33	< 0.1%
Other values (172707)	1167378	96.4%
(Missing)	42482	3.5%

Value	Count	Frequency (%)
0	602	< 0.1%
50	9	< 0.1%
100	13	< 0.1%
150	15	< 0.1%
200	8	< 0.1%
250	13	< 0.1%
300	12	< 0.1%
350	7	< 0.1%
400	7	< 0.1%
450	13	< 0.1%

Value	Count	Frequency (%)
170404750	1	< 0.1%
134446000	1	< 0.1%
132222100	1	< 0.1%
96210000	1	< 0.1%
94823050	1	< 0.1%
89162700	1	< 0.1%
84215650	1	< 0.1%
78458950	1	< 0.1%
77406400	1	< 0.1%
75059350	1	< 0.1%

лимит_по_картам
Real number (ℝ)

High correlation Missing Zeros

Distinct	15839
Distinct (%)	1.4%
Missing	42482
Missing (%)	3.5%
Infinite	0
Infinite (%)	0.0%
Mean	1082324.6

Minimum	0
Maximum	55275000
Zeros	12849
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	115000
Q1	390000
median	755000
Q3	1405000
95-th percentile	3155000
Maximum	55275000
Range	55275000
Interquartile range (IQR)	1015000

Descriptive statistics

Standard deviation	1078609.8
Coefficient of variation (CV)	0.99656776
Kurtosis	21.774989
Mean	1082324.6
Median Absolute Deviation (MAD)	445000
Skewness	2.8928574
Sum	1.2644766 × 10¹²
Variance	1.1633992 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12849	1.1%
250000	9507	0.8%
300000	8532	0.7%
350000	8048	0.7%
200000	7853	0.6%
500000	7807	0.6%
400000	7730	0.6%
150000	7712	0.6%
375000	7549	0.6%
450000	7340	0.6%
Other values (15829)	1083370	89.5%
(Missing)	42482	3.5%

Value	Count	Frequency (%)
0	12849	1.1%
5000	10	< 0.1%
10000	133	< 0.1%
12500	3	< 0.1%
12550	1	< 0.1%
15000	1233	0.1%
18750	1	< 0.1%
20000	412	< 0.1%
21000	1	< 0.1%
21500	1	< 0.1%

Value	Count	Frequency (%)
55275000	1	< 0.1%
38000000	1	< 0.1%
34200000	1	< 0.1%
30800000	1	< 0.1%
28575000	1	< 0.1%
28040000	1	< 0.1%
26110500	1	< 0.1%
23730000	1	< 0.1%
23045000	1	< 0.1%
22810000	1	< 0.1%

лимит_по_аннуитетным_счетам
Real number (ℝ)

High correlation Missing Zeros

Distinct	157812
Distinct (%)	13.7%
Missing	60767
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	2106561.7

Minimum	0
Maximum	1.0509565 × 10⁸
Zeros	140517
Zeros (%)	11.6%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	736550
median	1583950
Q3	2831450
95-th percentile	6006050
Maximum	1.0509565 × 10⁸
Range	1.0509565 × 10⁸
Interquartile range (IQR)	2094900

Descriptive statistics

Standard deviation	2164372.8
Coefficient of variation (CV)	1.0274434
Kurtosis	30.73389
Mean	2106561.7
Median Absolute Deviation (MAD)	997550
Skewness	3.1662099
Sum	2.4225712 × 10¹²
Variance	4.6845098 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	140517	11.6%
500000	6374	0.5%
750000	5088	0.4%
1000000	4016	0.3%
250000	3913	0.3%
1250000	3088	0.3%
600000	3009	0.2%
300000	2615	0.2%
400000	2427	0.2%
200000	1682	0.1%
Other values (157802)	977283	80.7%
(Missing)	60767	5.0%

Value	Count	Frequency (%)
0	140517	11.6%
1800	1	< 0.1%
2950	1	< 0.1%
4700	1	< 0.1%
4750	1	< 0.1%
5000	2	< 0.1%
5100	1	< 0.1%
7450	1	< 0.1%
8050	1	< 0.1%
8600	1	< 0.1%

Value	Count	Frequency (%)
105095650	1	< 0.1%
100000000	1	< 0.1%
86803200	1	< 0.1%
69017300	1	< 0.1%
65546150	1	< 0.1%
62089150	1	< 0.1%
60727300	1	< 0.1%
59197300	1	< 0.1%
58208350	1	< 0.1%
57390600	1	< 0.1%

кредитный_баланс_по_возоб_счетам
Real number (ℝ)

High correlation Missing

Distinct	14752
Distinct (%)	87.8%
Missing	1193971
Missing (%)	98.6%
Infinite	0
Infinite (%)	0.0%
Mean	31479.386

Minimum	0
Maximum	309613
Zeros	30
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.2 MiB

Quantile statistics

Minimum	0
5-th percentile	4691.95
Q1	13795.5
median	24660.5
Q3	40718.25
95-th percentile	82173.85
Maximum	309613
Range	309613
Interquartile range (IQR)	26922.75

Descriptive statistics

Standard deviation	26599.397
Coefficient of variation (CV)	0.84497826
Kurtosis	10.58912
Mean	31479.386
Median Absolute Deviation (MAD)	12588.5
Skewness	2.4224432
Sum	5.2910552 × 10⁸
Variance	7.0752792 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	30	< 0.1%
18684	5	< 0.1%
21280	5	< 0.1%
25668	4	< 0.1%
13039	4	< 0.1%
14643	4	< 0.1%
16232	4	< 0.1%
15191	4	< 0.1%
42579	4	< 0.1%
16637	4	< 0.1%
Other values (14742)	16740	1.4%
(Missing)	1193971	98.6%

Value	Count	Frequency (%)
0	30	< 0.1%
2	1	< 0.1%
5	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
24	1	< 0.1%
30	1	< 0.1%
63	2	< 0.1%
77	1	< 0.1%
82	1	< 0.1%

Value	Count	Frequency (%)
309613	1	< 0.1%
304206	1	< 0.1%
290237	1	< 0.1%
280272	1	< 0.1%
279083	1	< 0.1%
270060	1	< 0.1%
266416	1	< 0.1%
262976	1	< 0.1%
262958	1	< 0.1%
257719	1	< 0.1%

Correlations

	id	аннуитет	верхний_порог_рейтинга_заемщика	возвраты_с_учетом_мпл	годовой_доход	грейд_на_детерминаторе	индекс_проживания	итоговый_статус_займа	кол-во_активных_возобновляемых_счетов	кол-во_активных_карт	кол-во_аннуитетных_счетов	кол-во_аннуитетных_счетов_за_2_года	кол-во_аннуитетных_счетов_за_год	кол-во_взысканий_за_последний_год	кол-во_возоб_счетов_за_2_года	кол-во_возоб_счетов_за_год	кол-во_возобновляемых_счетов	кол-во_возобновляемых_счетов_с_балансом_более_0	кол-во_залогов	кол-во_записей_в_общедоступных_документах	кол-во_заявок_за_полгода	кол-во_заявок_на_кредит_за_год	кол-во_ипотек	кол-во_карт	кол-во_карт_без_нарушений	кол-во_мес_с_последней_задолженности_по_возобновляемому_счету	кол-во_мес_с_последней_задолженности_по_карте	кол-во_мес_с_последней_заявки	кол-во_месяцев_с_первого_аннуитетного_счета	кол-во_месяцев_с_первого_возобновляемого_счета	кол-во_месяцев_с_посл_аннуитетного_счета	кол-во_месяцев_с_последнего_возобновляемого_счета	кол-во_месяцев_с_последнего_займа	кол-во_месяцев_с_последнего_нарушения	кол-во_месяцев_с_последнего_счета	кол-во_месяцев_с_последней_карты	кол-во_месяцев_с_последней_просрочки	кол-во_открытых_возобновляемых_счетов	кол-во_открытых_счетов	кол-во_открытых_счетов_за_2_года	кол-во_открытых_счетов_за_полгода	кол-во_просрочек_за_два_года	кол-во_публ_банкротств	кол-во_списаний_за_год	кол-во_счетов	кол-во_счетов_без_нарушений	кол-во_счетов_за_посл_год	кол-во_счетов_с_акт_просрочкой_1_мес	кол-во_счетов_с_акт_просрочкой_3_мес_за_2_года	кол-во_счетов_с_акт_просрочкой_4_мес_обн_2_мес	кол-во_счетов_с_просрочкой_4_мес	кол-во_текущих_аннуитетных_счетов	кол-во_текущих_просроченных_счетов	кол-во_финансовых_запросов	кол-во_финансовых_операций	кол_во_субсидий_за_год	коэфф_акционных_зачислений_в_остатке	коэфф_загрузки_возобновляемого_счета	коэфф_исходного_платежа	кредитный_баланс_без_ипотеки	кредитный_баланс_по_возоб_счетам	кредитный_лимит	лимит_по_аннуитетным_счетам	лимит_по_картам	макс_баланс_по_возоб_счетам	нижний_порог_рейтинга_заемщика	оборотный_баланс	общая_сумма_взысканий	общая_сумма_на_счетах	общий_лимит_по_возоб_счету	пдн	процент_счетов_без_просрочек	процент_счетов_прев_75_лимита	процентная_ставка	рейтинг_OCR	совокупный_доход_заемщиков	совокупный_пдн_заемщиков	соотношение_баланса_к_лимиту_общее	соотношение_баланса_к_лимиту_по_картам	соотношение_сумм_текущего_баланса_к_лимиту_по_аннуитетным_счетам	средний_баланс_текущих_счетов	сумма_выплат_по_просрочкам	сумма_задолженности	сумма_займа	суммарная_доступная_сумма_займа_по_картам	текущий_баланс_по_аннуитетным_счетам
id	1.000	-0.008	0.010	-0.000	0.050	0.001	0.004	0.077	-0.075	-0.060	0.036	0.040	0.013	0.042	-0.020	-0.016	-0.086	-0.080	0.036	0.074	-0.081	0.016	-0.037	-0.124	-0.013	-0.012	-0.029	-0.028	-0.013	-0.025	-0.027	-0.016	-0.030	0.043	-0.044	-0.047	0.004	-0.023	0.033	0.104	-0.009	0.022	0.063	0.011	-0.023	0.004	0.077	0.009	-0.001	0.001	0.031	-0.010	0.006	0.081	0.025	0.000	-0.000	-0.170	0.001	0.047	0.053	0.044	0.085	0.057	-0.047	0.010	-0.060	0.053	0.019	0.056	0.053	-0.024	-0.174	-0.053	0.001	0.092	0.033	-0.105	-0.179	-0.016	0.011	0.022	0.010	-0.007	0.143	0.000
аннуитет	-0.008	1.000	0.071	-0.000	0.460	0.001	0.006	0.064	0.176	0.214	0.090	0.033	0.005	-0.017	0.005	-0.012	0.186	0.176	0.013	-0.080	-0.004	0.033	0.199	0.210	0.224	-0.036	-0.038	-0.007	0.109	0.163	0.000	0.029	0.015	-0.007	0.016	0.012	-0.030	0.181	0.197	0.016	-0.003	0.015	-0.091	0.001	0.204	0.193	-0.010	0.003	-0.015	0.000	-0.048	0.069	0.003	0.015	0.056	0.002	0.001	0.140	-0.000	0.317	0.401	0.318	0.185	0.378	0.374	0.071	0.455	-0.070	0.295	0.395	0.052	0.050	0.058	0.127	0.000	0.367	0.094	0.034	0.078	-0.086	0.242	0.026	0.004	0.969	0.186	0.156
верхний_порог_рейтинга_заемщика	0.010	0.071	1.000	0.002	0.104	0.001	-0.011	0.130	-0.172	-0.086	0.008	0.001	-0.013	-0.083	-0.141	-0.116	0.015	-0.169	-0.079	-0.262	-0.099	-0.133	0.099	0.046	0.065	0.036	0.003	0.070	0.025	0.111	0.001	0.106	0.245	0.063	0.077	0.054	0.097	0.016	0.035	-0.106	-0.058	-0.213	-0.237	-0.064	0.025	0.053	-0.103	0.017	-0.146	-0.021	-0.262	0.021	-0.048	-0.058	0.006	0.001	0.001	-0.392	0.000	0.072	0.038	0.238	0.083	0.371	0.073	1.000	0.041	-0.240	0.155	0.362	-0.041	0.347	-0.381	-0.416	0.000	0.084	-0.036	-0.376	-0.409	-0.118	0.149	-0.058	-0.042	0.117	0.475	0.030
возвраты_с_учетом_мпл	-0.000	-0.000	0.002	1.000	0.001	0.000	-0.000	0.000	0.001	0.001	-0.000	0.001	-0.000	-0.000	0.002	0.002	0.002	0.000	0.000	-0.002	-0.001	-0.003	0.001	0.002	0.001	-0.002	-0.000	0.001	0.000	0.001	0.000	0.001	0.001	-0.002	0.001	0.002	-0.001	0.000	0.000	-0.000	0.000	-0.000	-0.001	-0.002	0.001	0.001	-0.001	0.002	-0.001	0.001	-0.002	0.002	0.001	-0.003	0.002	-0.001	0.001	-0.000	-0.000	0.001	0.007	0.002	0.001	0.002	0.001	0.002	0.001	0.001	0.001	0.002	0.000	0.000	-0.002	-0.003	0.002	0.005	0.001	0.000	-0.001	0.000	0.001	0.001	0.001	-0.000	0.002	0.001
годовой_доход	0.050	0.460	0.104	0.001	1.000	0.001	0.003	0.003	0.130	0.174	0.241	0.199	0.140	-0.006	-0.010	-0.003	0.202	0.131	0.053	-0.040	0.039	0.118	0.366	0.233	0.203	-0.055	-0.063	-0.061	0.214	0.240	-0.138	0.018	-0.071	-0.039	-0.055	0.009	-0.069	0.146	0.249	0.102	0.070	0.083	-0.070	0.019	0.324	0.245	0.086	0.000	0.030	0.008	0.044	0.227	0.022	0.104	0.110	0.002	0.000	0.070	-0.000	0.484	0.300	0.554	0.396	0.379	0.355	0.104	0.402	-0.041	0.523	0.409	-0.208	-0.053	-0.013	-0.129	0.002	0.657	-0.115	0.031	0.006	-0.084	0.454	0.005	0.020	0.481	0.219	0.352
грейд_на_детерминаторе	0.001	0.001	0.001	0.000	0.001	1.000	0.001	0.001	0.001	0.000	0.000	0.003	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	0.001	0.001	0.000	0.001	0.000	0.001	0.000	0.000	0.000	0.000	0.000	0.002	0.001	0.000	0.003	0.000	0.003	0.000	0.000	0.000	0.001	0.002	0.001	0.003	0.000	0.001	0.000	0.001	0.002	0.000	0.001	0.000	0.000	0.001	0.000	0.001	0.000	0.000	0.003	0.000	0.000	0.000	0.000	0.001	0.000	0.000	0.000	0.000	0.001	0.000	0.001	0.001	0.000	0.000	0.009	0.000	0.002	0.001	0.000	0.000	0.001	0.000	0.002	0.000
индекс_проживания	0.004	0.006	-0.011	-0.000	0.003	0.001	1.000	0.026	-0.029	-0.035	0.012	0.031	0.017	-0.004	-0.019	-0.023	-0.035	-0.030	-0.026	0.011	0.000	0.013	0.023	-0.048	-0.037	0.029	0.027	-0.007	-0.010	-0.000	-0.015	0.015	0.053	0.044	0.002	0.019	0.043	-0.031	-0.042	0.004	-0.004	-0.030	0.036	-0.007	-0.019	-0.043	-0.000	0.005	-0.018	-0.001	0.007	-0.010	-0.006	0.003	0.122	0.000	-0.000	0.014	0.000	0.001	-0.008	-0.001	0.012	-0.027	0.001	-0.011	-0.013	0.021	0.004	-0.024	0.008	0.016	0.010	-0.003	0.000	0.033	-0.017	0.007	0.015	0.004	0.019	-0.017	-0.007	0.002	-0.027	0.020
итоговый_статус_займа	0.077	0.064	0.130	0.000	0.003	0.001	0.026	1.000	0.063	0.041	0.011	0.025	0.028	0.000	0.064	0.055	0.006	0.065	0.003	0.002	0.066	0.035	0.035	0.015	0.014	0.013	0.014	0.058	0.027	0.059	0.016	0.034	0.027	0.008	0.024	0.040	0.012	0.030	0.027	0.084	0.055	0.011	0.010	0.000	0.015	0.026	0.070	0.002	0.000	0.002	0.000	0.008	0.002	0.029	0.006	0.001	0.001	0.022	0.000	0.007	0.015	0.016	0.007	0.019	0.000	0.130	0.006	0.000	0.018	0.000	0.002	0.011	0.070	0.256	0.002	0.049	0.139	0.089	0.062	0.040	0.015	0.029	0.002	0.073	0.039	0.006
кол-во_активных_возобновляемых_счетов	-0.075	0.176	-0.172	0.001	0.130	0.001	-0.029	0.063	1.000	0.781	0.003	0.013	-0.012	0.001	0.431	0.340	0.553	0.990	0.010	-0.000	0.114	0.110	0.065	0.464	0.638	-0.011	0.026	-0.052	0.064	0.160	0.013	-0.269	0.040	0.046	-0.166	-0.232	0.010	0.781	0.645	0.310	0.185	0.005	-0.008	-0.000	0.373	0.644	0.233	0.000	-0.014	-0.005	-0.022	0.025	0.001	0.011	0.021	0.000	0.000	0.121	0.001	0.193	0.353	0.145	0.021	0.313	0.222	-0.172	0.508	-0.006	0.120	0.444	0.257	0.042	0.133	0.094	0.000	0.141	0.223	-0.011	0.123	-0.052	-0.120	-0.001	0.007	0.167	0.114	0.038
кол-во_активных_карт	-0.060	0.214	-0.086	0.001	0.174	0.000	-0.035	0.041	0.781	1.000	-0.036	-0.018	-0.038	-0.010	0.317	0.243	0.415	0.777	0.012	-0.050	0.062	0.060	0.031	0.567	0.835	0.010	-0.014	-0.019	0.032	0.117	0.035	-0.167	0.022	0.049	-0.083	-0.294	0.033	0.620	0.511	0.188	0.113	-0.043	-0.061	-0.010	0.260	0.511	0.133	0.001	-0.038	-0.006	-0.062	0.009	-0.007	0.000	-0.087	0.001	0.000	0.124	0.002	0.189	0.361	0.140	0.017	0.533	0.337	-0.086	0.499	-0.043	0.111	0.450	0.163	0.100	0.072	0.023	0.001	0.171	0.158	-0.025	0.061	-0.063	-0.082	-0.011	-0.002	0.209	0.287	0.026
кол-во_аннуитетных_счетов	0.036	0.090	0.008	-0.000	0.241	0.000	0.012	0.011	0.003	-0.036	1.000	0.510	0.366	0.010	0.002	0.003	0.121	0.005	-0.009	-0.002	0.069	0.173	0.152	0.067	-0.017	0.002	0.002	-0.075	0.418	0.034	-0.343	-0.006	-0.052	-0.032	-0.138	0.010	-0.015	0.038	0.382	0.274	0.145	0.079	0.003	0.017	0.654	0.382	0.206	0.000	0.051	0.003	0.101	0.685	0.013	0.204	0.315	-0.000	-0.001	0.017	0.001	0.579	0.169	0.332	0.650	0.011	0.055	0.008	0.063	0.034	0.354	0.059	0.290	-0.069	0.018	-0.005	0.002	0.222	0.264	0.241	0.019	0.213	0.234	0.011	0.011	0.110	-0.006	0.646
кол-во_аннуитетных_счетов_за_2_года	0.040	0.033	0.001	0.001	0.199	0.003	0.031	0.025	0.013	-0.018	0.510	1.000	0.715	-0.002	0.087	0.056	0.083	0.014	0.007	0.060	0.120	0.288	0.101	0.053	0.018	0.078	0.083	-0.106	0.046	-0.010	-0.740	-0.050	0.036	0.076	-0.281	-0.046	0.066	0.065	0.257	0.575	0.283	-0.026	0.066	0.000	0.333	0.258	0.429	0.000	-0.028	-0.007	0.034	0.519	-0.006	0.373	0.254	0.001	-0.002	-0.077	0.002	0.422	0.087	0.219	0.479	-0.018	-0.056	0.001	-0.033	0.017	0.241	0.023	0.306	0.018	-0.061	0.157	0.002	0.122	0.252	0.219	-0.068	0.336	0.159	0.011	-0.006	0.030	0.029	0.534
кол-во_аннуитетных_счетов_за_год	0.013	0.005	-0.013	-0.000	0.140	0.001	0.017	0.028	-0.012	-0.038	0.366	0.715	1.000	0.001	0.072	0.063	0.051	-0.015	0.008	0.052	0.147	0.356	0.072	0.029	-0.001	0.066	0.068	-0.153	0.035	-0.004	-0.856	-0.056	-0.005	0.039	-0.361	-0.047	0.054	0.029	0.175	0.428	0.370	-0.012	0.054	-0.001	0.236	0.175	0.566	0.000	-0.005	-0.005	0.042	0.385	-0.005	0.282	0.179	-0.001	-0.002	-0.091	0.001	0.315	0.063	0.150	0.343	-0.039	-0.081	-0.013	-0.072	0.019	0.174	-0.009	0.209	-0.007	-0.076	0.179	0.000	0.091	0.180	0.197	-0.083	0.400	0.119	0.016	-0.006	-0.004	0.021	0.415
кол-во_взысканий_за_последний_год	0.042	-0.017	-0.083	-0.000	-0.006	0.000	-0.004	0.000	0.001	-0.010	0.010	-0.002	0.001	1.000	0.019	0.016	-0.003	-0.003	0.019	0.015	0.010	0.019	-0.011	-0.014	-0.002	-0.012	-0.014	-0.013	0.008	-0.009	-0.001	-0.011	-0.024	-0.134	-0.008	-0.007	-0.045	0.005	0.012	0.017	0.008	0.081	-0.000	0.046	0.007	0.010	0.013	0.000	0.141	0.003	0.064	0.007	0.017	0.008	-0.005	0.000	-0.000	-0.040	-0.000	-0.014	-0.032	-0.010	0.005	-0.034	-0.048	-0.083	-0.046	0.219	-0.012	-0.030	-0.004	-0.059	-0.034	0.018	0.000	-0.017	0.002	-0.017	-0.035	0.005	-0.017	0.009	0.015	-0.020	-0.002	0.003
кол-во_возоб_счетов_за_2_года	-0.020	0.005	-0.141	0.002	-0.010	0.000	-0.019	0.064	0.431	0.317	0.002	0.087	0.072	0.019	1.000	0.752	0.424	0.427	0.028	0.126	0.272	0.308	-0.043	0.337	0.381	0.098	0.141	-0.164	-0.032	-0.062	-0.075	-0.643	-0.113	0.091	-0.437	-0.597	0.103	0.537	0.430	0.805	0.447	-0.047	0.117	0.004	0.275	0.428	0.617	0.000	-0.023	-0.005	0.077	-0.014	-0.004	0.121	0.017	-0.004	-0.002	-0.216	0.003	0.007	0.003	-0.007	-0.016	0.111	-0.094	-0.141	0.046	0.080	-0.037	0.196	0.038	-0.003	-0.139	0.162	0.000	-0.007	0.021	-0.170	-0.175	0.082	-0.210	0.007	-0.003	-0.015	0.174	0.009
кол-во_возоб_счетов_за_год	-0.016	-0.012	-0.116	0.002	-0.003	0.000	-0.023	0.055	0.340	0.243	0.003	0.056	0.063	0.016	0.752	1.000	0.331	0.334	0.026	0.095	0.312	0.331	-0.022	0.264	0.297	0.082	0.103	-0.212	-0.012	-0.026	-0.060	-0.803	-0.100	0.041	-0.567	-0.667	0.080	0.412	0.328	0.602	0.580	-0.028	0.082	0.000	0.219	0.327	0.793	0.004	0.000	-0.005	0.077	-0.020	-0.005	0.086	0.009	-0.004	-0.000	-0.195	0.004	-0.002	-0.008	0.003	-0.017	0.089	-0.087	-0.116	0.023	0.071	-0.024	0.155	0.006	-0.025	-0.141	0.144	0.000	0.006	-0.010	-0.156	-0.172	0.068	-0.158	0.006	-0.003	-0.031	0.157	0.003
кол-во_возобновляемых_счетов	-0.086	0.186	0.015	0.002	0.202	0.000	-0.035	0.006	0.553	0.415	0.121	0.083	0.051	-0.003	0.424	0.331	1.000	0.551	-0.022	0.038	0.141	0.162	0.252	0.826	0.540	-0.021	0.025	-0.090	0.169	0.415	-0.043	-0.262	-0.176	-0.010	-0.192	-0.212	-0.038	0.762	0.646	0.344	0.220	0.089	0.058	0.040	0.764	0.640	0.263	0.010	0.042	0.009	0.081	0.023	0.025	0.068	0.122	-0.000	0.001	-0.172	0.001	0.180	0.300	0.246	0.065	0.374	0.185	0.015	0.353	-0.006	0.184	0.509	0.148	-0.051	-0.099	-0.063	0.000	0.197	0.128	-0.227	-0.136	-0.055	-0.032	-0.029	0.021	0.197	0.313	0.069
кол-во_возобновляемых_счетов_с_балансом_более_0	-0.080	0.176	-0.169	0.000	0.131	0.000	-0.030	0.065	0.990	0.777	0.005	0.014	-0.015	-0.003	0.427	0.334	0.551	1.000	0.011	-0.008	0.103	0.104	0.063	0.463	0.628	-0.013	0.024	-0.044	0.063	0.157	0.018	-0.263	0.051	0.052	-0.160	-0.227	0.008	0.784	0.647	0.305	0.179	0.002	-0.018	-0.002	0.373	0.648	0.225	0.000	-0.020	-0.004	-0.016	0.025	0.001	0.020	0.028	0.001	0.000	0.125	0.001	0.196	0.354	0.147	0.022	0.314	0.218	-0.169	0.513	-0.004	0.121	0.447	0.257	0.049	0.136	0.092	0.000	0.142	0.223	-0.002	0.126	-0.053	-0.119	-0.001	0.007	0.167	0.118	0.038
кол-во_залогов	0.036	0.013	-0.079	0.000	0.053	0.000	-0.026	0.003	0.010	0.012	-0.009	0.007	0.008	0.019	0.028	0.026	-0.022	0.011	1.000	0.431	0.011	0.025	-0.014	-0.015	0.003	0.010	0.011	-0.016	0.022	0.013	-0.007	-0.018	-0.312	0.017	-0.019	-0.015	0.007	-0.000	-0.002	0.022	0.016	0.019	0.041	-0.000	-0.021	-0.005	0.023	0.000	0.006	0.002	0.031	-0.005	0.008	0.017	-0.023	-0.000	-0.001	-0.015	-0.000	-0.007	-0.018	-0.010	0.008	-0.036	-0.034	-0.079	-0.035	0.060	-0.011	-0.037	-0.034	-0.050	-0.023	0.018	0.001	0.011	-0.019	0.002	-0.016	-0.002	-0.012	0.017	0.008	0.007	-0.012	0.003
кол-во_записей_в_общедоступных_документах	0.074	-0.080	-0.262	-0.002	-0.040	0.000	0.011	0.002	-0.000	-0.050	-0.002	0.060	0.052	0.015	0.126	0.095	0.038	-0.008	0.431	1.000	0.072	0.111	0.013	-0.002	-0.046	0.114	0.126	-0.060	0.054	0.061	-0.048	-0.084	-0.319	0.100	-0.074	-0.042	0.105	0.010	-0.016	0.121	0.069	-0.039	0.827	-0.007	0.022	-0.030	0.104	0.000	-0.009	0.001	0.019	-0.017	-0.003	0.070	0.017	0.000	-0.001	-0.089	-0.001	-0.096	-0.104	-0.114	-0.024	-0.192	-0.148	-0.262	-0.194	0.081	-0.105	-0.179	-0.041	-0.017	-0.051	0.071	0.001	-0.074	-0.027	-0.014	-0.047	0.025	-0.102	-0.002	-0.003	-0.088	-0.083	-0.013
кол-во_заявок_за_полгода	-0.081	-0.004	-0.099	-0.001	0.039	0.000	0.000	0.066	0.114	0.062	0.069	0.120	0.147	0.010	0.272	0.312	0.141	0.103	0.011	0.072	1.000	0.530	0.037	0.114	0.097	0.033	0.036	-0.709	0.011	-0.004	-0.162	-0.319	-0.072	-0.016	-0.346	-0.216	0.019	0.134	0.130	0.256	0.409	0.017	0.073	0.009	0.138	0.133	0.310	0.002	0.033	-0.000	0.051	0.049	-0.005	0.207	0.030	-0.001	0.000	-0.081	-0.001	0.037	-0.010	0.030	0.048	-0.025	-0.080	-0.099	-0.040	0.031	0.027	0.009	0.002	-0.042	-0.061	0.215	0.000	0.003	0.013	-0.040	-0.071	0.089	-0.024	0.016	-0.005	-0.023	0.022	0.063
кол-во_заявок_на_кредит_за_год	0.016	0.033	-0.133	-0.003	0.118	0.002	0.013	0.035	0.110	0.060	0.173	0.288	0.356	0.019	0.308	0.331	0.162	0.104	0.025	0.111	0.530	1.000	0.125	0.121	0.108	0.042	0.049	-0.640	0.019	-0.029	-0.320	-0.261	-0.070	0.002	-0.342	-0.208	0.023	0.166	0.200	0.424	0.349	0.027	0.109	0.013	0.220	0.199	0.500	0.000	0.027	-0.005	0.091	0.131	-0.004	0.496	0.087	-0.001	0.000	-0.130	0.001	0.155	-0.037	0.152	0.171	-0.019	-0.103	-0.133	-0.055	0.062	0.161	0.026	0.050	-0.054	-0.106	0.200	0.001	0.078	0.050	0.023	-0.115	0.190	0.092	0.022	-0.005	0.019	0.050	0.209
кол-во_ипотек	-0.037	0.199	0.099	0.001	0.366	0.001	0.023	0.035	0.065	0.031	0.152	0.101	0.072	-0.011	-0.043	-0.022	0.252	0.063	-0.014	0.013	0.037	0.125	1.000	0.204	0.063	-0.032	-0.029	-0.051	0.233	0.352	-0.064	0.014	-0.104	-0.068	-0.051	0.042	-0.069	0.096	0.155	0.079	0.063	0.106	0.022	0.032	0.394	0.151	0.070	0.004	0.061	0.014	0.098	0.041	0.028	0.112	0.184	0.000	0.001	0.029	-0.001	0.202	0.232	0.648	0.130	0.198	0.213	0.099	0.249	-0.019	0.638	0.261	-0.029	-0.105	0.007	-0.100	0.000	0.294	-0.007	-0.016	0.007	-0.061	0.625	-0.022	0.025	0.230	0.116	0.124
кол-во_карт	-0.124	0.210	0.046	0.002	0.233	0.001	-0.048	0.015	0.464	0.567	0.067	0.053	0.029	-0.014	0.337	0.264	0.826	0.463	-0.015	-0.002	0.114	0.121	0.204	1.000	0.707	0.030	0.034	-0.066	0.138	0.360	-0.025	-0.191	-0.185	0.009	-0.133	-0.260	0.005	0.604	0.505	0.242	0.169	0.036	0.011	0.031	0.617	0.501	0.189	0.005	0.021	0.006	0.056	0.003	0.015	0.053	0.006	0.000	0.001	-0.116	0.002	0.167	0.323	0.224	0.044	0.514	0.263	0.046	0.358	-0.041	0.164	0.489	0.083	-0.010	-0.127	-0.091	0.000	0.215	0.088	-0.214	-0.169	-0.065	-0.008	-0.034	0.011	0.221	0.417	0.048
кол-во_карт_без_нарушений	-0.013	0.224	0.065	0.001	0.203	0.000	-0.037	0.014	0.638	0.835	-0.017	0.018	-0.001	-0.002	0.381	0.297	0.540	0.628	0.003	-0.046	0.097	0.108	0.063	0.707	1.000	-0.010	-0.037	-0.055	0.034	0.157	-0.006	-0.215	-0.014	0.036	-0.134	-0.355	0.023	0.729	0.602	0.256	0.171	-0.036	-0.050	-0.004	0.357	0.601	0.195	0.000	-0.031	-0.002	-0.081	0.001	-0.003	0.024	-0.070	0.001	0.001	-0.115	0.003	0.178	0.333	0.186	0.031	0.647	0.294	0.065	0.422	-0.044	0.122	0.567	0.108	0.114	-0.153	-0.062	0.000	0.195	0.118	-0.214	-0.202	-0.055	-0.098	-0.026	0.001	0.229	0.526	0.038
кол-во_мес_с_последней_задолженности_по_возобновляемому_счету	-0.012	-0.036	0.036	-0.002	-0.055	0.001	0.029	0.013	-0.011	0.010	0.002	0.078	0.066	-0.012	0.098	0.082	-0.021	-0.013	0.010	0.114	0.033	0.042	-0.032	0.030	-0.010	1.000	0.886	-0.012	-0.006	-0.014	-0.062	-0.070	-0.088	0.552	-0.065	-0.094	0.871	-0.053	-0.065	0.129	0.064	-0.726	0.110	-0.063	-0.023	-0.064	0.113	0.055	-0.211	-0.041	0.208	-0.013	-0.138	0.035	-0.005	0.000	-0.002	0.032	0.000	-0.021	0.034	-0.078	-0.023	-0.036	0.003	0.036	-0.030	0.074	-0.059	-0.055	0.002	0.075	0.026	-0.011	0.003	-0.046	0.035	0.056	0.035	0.070	-0.040	-0.043	-0.111	-0.033	-0.041	0.007
кол-во_мес_с_последней_задолженности_по_карте	-0.029	-0.038	0.003	-0.000	-0.063	0.000	0.027	0.014	0.026	-0.014	0.002	0.083	0.068	-0.014	0.141	0.103	0.025	0.024	0.011	0.126	0.036	0.049	-0.029	0.034	-0.037	0.886	1.000	-0.009	-0.003	0.003	-0.063	-0.088	-0.062	0.586	-0.073	-0.101	0.763	0.000	-0.021	0.164	0.071	-0.634	0.120	-0.051	0.009	-0.020	0.126	0.053	-0.223	-0.032	0.226	-0.015	-0.115	0.037	0.005	-0.001	-0.003	0.014	-0.001	-0.020	0.017	-0.073	-0.024	-0.051	-0.004	0.003	-0.018	0.088	-0.058	-0.032	0.011	0.059	0.027	-0.006	0.003	-0.054	0.033	0.046	0.036	0.068	-0.053	-0.044	-0.088	-0.037	-0.049	0.005
кол-во_мес_с_последней_заявки	-0.028	-0.007	0.070	0.001	-0.061	0.001	-0.007	0.058	-0.052	-0.019	-0.075	-0.106	-0.153	-0.013	-0.164	-0.212	-0.090	-0.044	-0.016	-0.060	-0.709	-0.640	-0.051	-0.066	-0.055	-0.012	-0.009	1.000	-0.013	0.001	0.174	0.250	0.065	0.021	0.329	0.152	-0.002	-0.082	-0.096	-0.188	-0.307	-0.028	-0.057	-0.008	-0.112	-0.094	-0.264	0.003	-0.031	0.000	-0.051	-0.046	0.004	-0.242	-0.036	-0.000	-0.001	0.095	0.002	-0.050	0.034	-0.052	-0.063	0.018	0.076	0.070	0.050	-0.034	-0.048	-0.009	0.006	0.042	0.081	-0.178	0.001	-0.040	0.006	0.030	0.088	-0.086	-0.013	-0.021	0.004	0.005	-0.037	-0.077
кол-во_месяцев_с_первого_аннуитетного_счета	-0.013	0.109	0.025	0.000	0.214	0.000	-0.010	0.027	0.064	0.032	0.418	0.046	0.035	0.008	-0.032	-0.012	0.169	0.063	0.022	0.054	0.011	0.019	0.233	0.138	0.034	-0.006	-0.003	-0.013	1.000	0.296	-0.019	0.012	-0.062	-0.014	-0.010	0.034	-0.007	0.063	0.137	-0.001	0.019	0.086	0.045	0.019	0.364	0.135	0.013	0.007	0.057	0.007	0.117	0.186	0.019	0.010	0.121	-0.001	0.002	0.059	0.001	0.235	0.158	0.232	0.217	0.098	0.127	0.025	0.153	0.029	0.226	0.131	0.053	-0.138	0.045	-0.076	0.001	0.194	0.068	0.047	0.050	-0.032	0.190	-0.005	0.016	0.128	0.028	0.213
кол-во_месяцев_с_первого_возобновляемого_счета	-0.025	0.163	0.111	0.001	0.240	0.000	-0.000	0.059	0.160	0.117	0.034	-0.010	-0.004	-0.009	-0.062	-0.026	0.415	0.157	0.013	0.061	-0.004	-0.029	0.352	0.360	0.157	-0.014	0.003	0.001	0.296	1.000	0.015	0.024	-0.152	-0.018	0.005	0.057	-0.051	0.206	0.156	-0.052	0.002	0.106	0.060	0.035	0.346	0.151	-0.017	0.013	0.054	0.011	0.100	-0.050	0.031	-0.038	0.069	0.002	0.001	0.017	0.000	0.129	0.230	0.247	0.017	0.274	0.243	0.111	0.292	-0.015	0.207	0.325	0.043	-0.142	0.018	-0.150	0.001	0.199	0.012	-0.077	0.000	-0.106	0.173	-0.019	0.026	0.184	0.165	0.002
кол-во_месяцев_с_посл_аннуитетного_счета	-0.027	0.000	0.001	0.000	-0.138	0.000	-0.015	0.016	0.013	0.035	-0.343	-0.740	-0.856	-0.001	-0.075	-0.060	-0.043	0.018	-0.007	-0.048	-0.162	-0.320	-0.064	-0.025	-0.006	-0.062	-0.063	0.174	-0.019	0.015	1.000	0.058	-0.005	-0.042	0.433	0.051	-0.052	-0.028	-0.165	-0.424	-0.427	0.019	-0.052	0.001	-0.212	-0.164	-0.482	0.000	0.012	0.006	-0.024	-0.381	0.006	-0.284	-0.169	0.001	0.003	0.101	-0.000	-0.318	-0.049	-0.147	-0.352	0.033	0.084	0.001	0.077	-0.011	-0.171	0.006	-0.223	-0.010	0.085	-0.172	0.000	-0.081	-0.186	-0.194	0.094	-0.427	-0.118	-0.016	0.007	0.008	-0.031	-0.432
кол-во_месяцев_с_последнего_возобновляемого_счета	-0.016	0.029	0.106	0.001	0.018	0.000	0.015	0.034	-0.269	-0.167	-0.006	-0.050	-0.056	-0.011	-0.643	-0.803	-0.262	-0.263	-0.018	-0.084	-0.319	-0.261	0.014	-0.191	-0.215	-0.070	-0.088	0.250	0.012	0.024	0.058	1.000	0.073	-0.047	0.765	0.690	-0.069	-0.326	-0.259	-0.496	-0.676	0.019	-0.077	-0.001	-0.174	-0.257	-0.626	0.000	-0.000	0.005	-0.064	0.012	0.004	-0.071	-0.012	0.000	-0.001	0.195	-0.002	0.015	0.022	0.007	0.007	-0.032	0.086	0.106	0.018	-0.055	0.027	-0.096	-0.007	0.029	0.136	-0.139	0.001	0.001	0.017	0.141	0.164	-0.058	0.132	-0.007	0.002	0.045	-0.124	-0.006
кол-во_месяцев_с_последнего_займа	-0.030	0.015	0.245	0.001	-0.071	0.000	0.053	0.027	0.040	0.022	-0.052	0.036	-0.005	-0.024	-0.113	-0.100	-0.176	0.051	-0.312	-0.319	-0.072	-0.070	-0.104	-0.185	-0.014	-0.088	-0.062	0.065	-0.062	-0.152	-0.005	0.073	1.000	0.078	0.062	0.081	-0.034	0.028	0.012	-0.084	-0.059	-0.062	0.298	-0.032	-0.180	0.026	-0.091	0.009	-0.070	-0.009	-0.207	0.015	-0.013	-0.023	0.023	0.000	0.003	0.069	-0.002	0.001	0.175	0.042	-0.007	0.041	0.064	0.245	0.104	-0.084	0.041	0.074	0.068	0.246	0.088	0.012	0.000	0.022	0.125	-0.025	0.082	-0.049	0.034	-0.032	-0.010	0.024	-0.026	0.011
кол-во_месяцев_с_последнего_нарушения	0.043	-0.007	0.063	-0.002	-0.039	0.002	0.044	0.008	0.046	0.049	-0.032	0.076	0.039	-0.134	0.091	0.041	-0.010	0.052	0.017	0.100	-0.016	0.002	-0.068	0.009	0.036	0.552	0.586	0.021	-0.014	-0.018	-0.042	-0.047	0.078	1.000	-0.039	-0.071	0.690	0.048	0.010	0.149	0.023	-0.547	0.095	-0.212	-0.048	0.014	0.082	0.009	-0.698	-0.094	-0.056	-0.034	-0.108	0.019	0.011	-0.002	0.002	-0.008	-0.001	-0.014	0.096	-0.047	-0.023	0.040	0.065	0.063	0.034	0.051	-0.044	0.045	0.030	0.126	0.008	-0.024	0.003	-0.016	0.051	-0.009	0.008	-0.002	-0.052	-0.021	-0.082	-0.002	0.031	-0.016
кол-во_месяцев_с_последнего_счета	-0.044	0.016	0.077	0.001	-0.055	0.001	0.002	0.024	-0.166	-0.083	-0.138	-0.281	-0.361	-0.008	-0.437	-0.567	-0.192	-0.160	-0.019	-0.074	-0.346	-0.342	-0.051	-0.133	-0.134	-0.065	-0.073	0.329	-0.010	0.005	0.433	0.765	0.062	-0.039	1.000	0.499	-0.058	-0.222	-0.241	-0.506	-0.838	0.005	-0.066	-0.001	-0.212	-0.240	-0.680	0.000	-0.006	0.005	-0.064	-0.125	0.004	-0.156	-0.080	-0.001	0.000	0.182	-0.002	-0.104	-0.007	-0.084	-0.123	-0.001	0.099	0.077	0.053	-0.048	-0.079	-0.059	-0.068	0.033	0.135	-0.164	0.000	-0.058	-0.041	0.038	0.160	-0.199	0.011	-0.018	0.003	0.028	-0.100	-0.156
кол-во_месяцев_с_последней_карты	-0.047	0.012	0.054	0.002	0.009	0.000	0.019	0.040	-0.232	-0.294	0.010	-0.046	-0.047	-0.007	-0.597	-0.667	-0.212	-0.227	-0.015	-0.042	-0.216	-0.208	0.042	-0.260	-0.355	-0.094	-0.101	0.152	0.034	0.057	0.051	0.690	0.081	-0.071	0.499	1.000	-0.093	-0.284	-0.226	-0.456	-0.494	0.051	-0.029	0.004	-0.129	-0.225	-0.510	0.003	0.022	0.007	-0.045	0.010	0.008	-0.062	0.018	-0.000	-0.001	0.187	-0.003	0.011	0.008	0.009	0.007	-0.144	0.049	0.054	0.005	-0.033	0.033	-0.116	0.011	-0.000	0.185	-0.108	0.001	0.002	0.016	0.146	0.221	-0.053	0.127	-0.006	0.005	0.027	-0.236	-0.002
кол-во_месяцев_с_последней_просрочки	0.004	-0.030	0.097	-0.001	-0.069	0.003	0.043	0.012	0.010	0.033	-0.015	0.066	0.054	-0.045	0.103	0.080	-0.038	0.008	0.007	0.105	0.019	0.023	-0.069	0.005	0.023	0.871	0.763	-0.002	-0.007	-0.051	-0.052	-0.069	-0.034	0.690	-0.058	-0.093	1.000	-0.019	-0.052	0.126	0.058	-0.822	0.114	-0.121	-0.051	-0.051	0.105	0.053	-0.349	-0.067	0.061	-0.033	-0.167	0.015	-0.003	-0.001	-0.001	0.017	-0.001	-0.031	0.069	-0.106	-0.046	0.010	0.025	0.097	0.002	0.051	-0.090	-0.007	0.006	0.191	0.012	-0.032	0.002	-0.061	0.040	0.028	0.018	0.061	-0.077	-0.044	-0.142	-0.024	-0.001	-0.013
кол-во_открытых_возобновляемых_счетов	-0.023	0.181	0.016	0.000	0.146	0.000	-0.031	0.030	0.781	0.620	0.038	0.065	0.029	0.005	0.537	0.412	0.762	0.784	-0.000	0.010	0.134	0.166	0.096	0.604	0.729	-0.053	0.000	-0.082	0.063	0.206	-0.028	-0.326	0.028	0.048	-0.222	-0.284	-0.019	1.000	0.826	0.416	0.249	0.020	0.012	0.006	0.536	0.825	0.308	0.006	-0.019	0.002	-0.017	0.016	0.013	0.067	0.059	0.001	0.001	-0.208	0.002	0.177	0.298	0.192	0.041	0.435	0.168	0.016	0.404	0.013	0.124	0.589	0.189	0.069	-0.116	-0.013	0.001	0.157	0.166	-0.254	-0.159	-0.037	-0.166	-0.022	0.016	0.184	0.364	0.052
кол-во_открытых_счетов	0.033	0.197	0.035	0.000	0.249	0.003	-0.042	0.027	0.645	0.511	0.382	0.257	0.175	0.012	0.430	0.328	0.646	0.647	-0.002	-0.016	0.130	0.200	0.155	0.505	0.602	-0.065	-0.021	-0.096	0.137	0.156	-0.165	-0.259	0.012	0.010	-0.241	-0.226	-0.052	0.826	1.000	0.469	0.264	0.062	-0.019	0.009	0.695	0.998	0.345	0.009	0.005	0.004	0.009	0.453	0.022	0.125	0.118	0.002	-0.000	-0.142	0.002	0.473	0.341	0.390	0.386	0.382	0.186	0.035	0.378	0.019	0.344	0.520	0.320	0.039	-0.075	-0.014	0.000	0.257	0.266	-0.039	-0.109	0.095	0.004	-0.009	0.025	0.206	0.300	0.378
кол-во_открытых_счетов_за_2_года	0.104	0.016	-0.106	-0.000	0.102	0.000	0.004	0.084	0.310	0.188	0.274	0.575	0.428	0.017	0.805	0.602	0.344	0.305	0.022	0.121	0.256	0.424	0.079	0.242	0.256	0.129	0.164	-0.188	-0.001	-0.052	-0.424	-0.496	-0.084	0.149	-0.506	-0.456	0.126	0.416	0.469	1.000	0.526	-0.053	0.119	0.003	0.397	0.467	0.738	0.000	-0.042	-0.005	0.072	0.251	-0.003	0.309	0.158	-0.000	-0.001	-0.228	0.001	0.222	0.066	0.161	0.245	0.036	-0.094	-0.106	-0.008	0.066	0.152	0.137	0.173	0.007	-0.151	0.187	0.001	0.094	0.136	-0.026	-0.177	0.232	-0.018	0.018	-0.002	0.007	0.132	0.282
кол-во_открытых_счетов_за_полгода	-0.009	-0.003	-0.058	0.000	0.070	0.000	-0.004	0.055	0.185	0.113	0.145	0.283	0.370	0.008	0.447	0.580	0.220	0.179	0.016	0.069	0.409	0.349	0.063	0.169	0.171	0.064	0.071	-0.307	0.019	0.002	-0.427	-0.676	-0.059	0.023	-0.838	-0.494	0.058	0.249	0.264	0.526	1.000	-0.006	0.061	0.002	0.237	0.263	0.700	0.000	0.010	-0.006	0.065	0.123	-0.006	0.158	0.083	-0.000	-0.002	-0.183	0.004	0.113	0.010	0.106	0.116	0.041	-0.099	-0.058	-0.033	0.049	0.099	0.094	0.052	-0.026	-0.144	0.155	0.000	0.063	0.034	-0.039	-0.172	0.207	0.001	0.015	-0.007	-0.017	0.124	0.155
кол-во_просрочек_за_два_года	0.022	0.015	-0.213	-0.000	0.083	0.000	-0.030	0.011	0.005	-0.043	0.079	-0.026	-0.012	0.081	-0.047	-0.028	0.089	0.002	0.019	-0.039	0.017	0.027	0.106	0.036	-0.036	-0.726	-0.634	-0.028	0.086	0.106	0.019	0.019	-0.062	-0.547	0.005	0.051	-0.822	0.020	0.062	-0.053	-0.006	1.000	-0.062	0.144	0.126	0.056	-0.033	0.029	0.517	0.058	0.207	0.057	0.145	0.018	0.024	0.000	0.001	-0.012	0.001	0.028	-0.055	0.088	0.066	-0.088	-0.058	-0.213	-0.053	0.033	0.083	-0.063	-0.009	-0.486	-0.008	0.060	0.001	0.069	-0.027	0.005	-0.007	-0.033	0.068	0.048	0.129	0.006	-0.053	0.046
кол-во_публ_банкротств	0.063	-0.091	-0.237	-0.001	-0.070	0.001	0.036	0.010	-0.008	-0.061	0.003	0.066	0.054	-0.000	0.117	0.082	0.058	-0.018	0.041	0.827	0.073	0.109	0.022	0.011	-0.050	0.110	0.120	-0.057	0.045	0.060	-0.052	-0.077	0.298	0.095	-0.066	-0.029	0.114	0.012	-0.019	0.119	0.061	-0.062	1.000	-0.013	0.037	-0.034	0.097	0.000	-0.021	-0.002	-0.033	-0.015	-0.010	0.068	0.037	0.001	0.001	-0.091	-0.001	-0.099	-0.100	-0.125	-0.027	-0.184	-0.136	-0.237	-0.190	0.023	-0.115	-0.171	-0.026	0.042	-0.043	0.065	0.000	-0.082	-0.019	-0.021	-0.042	0.024	-0.110	-0.013	-0.010	-0.096	-0.081	-0.014
кол-во_списаний_за_год	0.011	0.001	-0.064	-0.002	0.019	0.002	-0.007	0.000	-0.000	-0.010	0.017	0.000	-0.001	0.046	0.004	0.000	0.040	-0.002	-0.000	-0.007	0.009	0.013	0.032	0.031	-0.004	-0.063	-0.051	-0.008	0.019	0.035	0.001	-0.001	-0.032	-0.212	-0.001	0.004	-0.121	0.006	0.009	0.003	0.002	0.144	-0.013	1.000	0.044	0.007	-0.001	0.000	0.274	0.046	0.145	0.004	0.047	0.010	0.005	-0.001	-0.000	-0.014	-0.001	-0.004	-0.011	0.009	0.007	-0.021	-0.020	-0.064	-0.020	0.004	0.007	-0.016	-0.004	-0.096	-0.013	0.014	0.000	0.004	0.001	-0.008	-0.013	-0.005	0.005	0.004	0.010	-0.001	-0.006	0.003
кол-во_счетов	-0.023	0.204	0.025	0.001	0.324	0.001	-0.019	0.015	0.373	0.260	0.654	0.333	0.236	0.007	0.275	0.219	0.764	0.373	-0.021	0.022	0.138	0.220	0.394	0.617	0.357	-0.023	0.009	-0.112	0.364	0.346	-0.212	-0.174	-0.180	-0.048	-0.212	-0.129	-0.051	0.536	0.695	0.397	0.237	0.126	0.037	0.044	1.000	0.690	0.302	0.011	0.074	0.011	0.136	0.395	0.030	0.168	0.262	-0.000	-0.000	-0.101	0.001	0.482	0.317	0.445	0.418	0.285	0.178	0.025	0.306	0.013	0.414	0.407	0.243	-0.087	-0.058	-0.057	0.000	0.299	0.220	-0.011	-0.082	0.090	0.190	-0.015	0.026	0.226	0.224	0.421
кол-во_счетов_без_нарушений	0.004	0.193	0.053	0.001	0.245	0.003	-0.043	0.026	0.644	0.511	0.382	0.258	0.175	0.010	0.428	0.327	0.640	0.648	-0.005	-0.030	0.133	0.199	0.151	0.501	0.601	-0.064	-0.020	-0.094	0.135	0.151	-0.164	-0.257	0.026	0.014	-0.240	-0.225	-0.051	0.825	0.998	0.467	0.263	0.056	-0.034	0.007	0.690	1.000	0.343	0.005	0.002	0.001	0.009	0.454	0.011	0.127	0.119	0.002	-0.000	-0.145	0.002	0.474	0.342	0.391	0.386	0.385	0.186	0.053	0.379	0.020	0.344	0.522	0.314	0.042	-0.075	-0.019	0.000	0.258	0.266	-0.039	-0.109	0.096	0.004	-0.008	0.012	0.203	0.301	0.379
кол-во_счетов_за_посл_год	0.077	-0.010	-0.103	-0.001	0.086	0.000	-0.000	0.070	0.233	0.133	0.206	0.429	0.566	0.013	0.617	0.793	0.263	0.225	0.023	0.104	0.310	0.500	0.070	0.189	0.195	0.113	0.126	-0.264	0.013	-0.017	-0.482	-0.626	-0.091	0.082	-0.680	-0.510	0.105	0.308	0.345	0.738	0.700	-0.033	0.097	-0.001	0.302	0.343	1.000	0.002	-0.010	-0.006	0.082	0.188	-0.006	0.241	0.116	-0.000	-0.001	-0.215	0.001	0.162	0.035	0.125	0.181	0.018	-0.106	-0.103	-0.042	0.061	0.120	0.093	0.107	-0.028	-0.158	0.207	0.000	0.082	0.074	-0.025	-0.182	0.261	-0.007	0.019	-0.005	-0.025	0.122	0.225
кол-во_счетов_с_акт_просрочкой_1_мес	0.009	0.003	0.017	0.002	0.000	0.001	0.005	0.002	0.000	0.001	0.000	0.000	0.000	0.000	0.000	0.004	0.010	0.000	0.000	0.000	0.002	0.000	0.004	0.005	0.000	0.055	0.053	0.003	0.007	0.013	0.000	0.000	0.009	0.009	0.000	0.003	0.053	0.006	0.009	0.000	0.000	0.029	0.000	0.000	0.011	0.005	0.002	1.000	0.000	0.003	0.000	0.007	0.564	0.000	0.000	0.000	0.000	0.002	0.000	0.000	0.000	0.006	0.004	0.000	0.000	0.017	0.003	0.000	0.005	0.000	0.000	0.018	0.010	0.009	0.002	0.000	0.015	0.012	0.010	0.005	0.003	0.003	0.006	0.002	0.001	0.000
кол-во_счетов_с_акт_просрочкой_3_мес_за_2_года	-0.001	-0.015	-0.146	-0.001	0.030	0.000	-0.018	0.000	-0.014	-0.038	0.051	-0.028	-0.005	0.141	-0.023	0.000	0.042	-0.020	0.006	-0.009	0.033	0.027	0.061	0.021	-0.031	-0.211	-0.223	-0.031	0.057	0.054	0.012	-0.000	-0.070	-0.698	-0.006	0.022	-0.349	-0.019	0.005	-0.042	0.010	0.517	-0.021	0.274	0.074	0.002	-0.010	0.000	1.000	0.117	0.331	0.031	0.091	0.009	0.001	-0.000	-0.002	-0.009	0.002	-0.002	-0.049	0.017	0.026	-0.087	-0.070	-0.146	-0.073	0.022	0.020	-0.080	-0.023	-0.264	-0.012	0.041	0.000	0.023	-0.027	0.014	-0.010	0.008	0.020	0.021	0.066	-0.021	-0.053	0.024
кол-во_счетов_с_акт_просрочкой_4_мес_обн_2_мес	0.001	0.000	-0.021	0.001	0.008	0.001	-0.001	0.002	-0.005	-0.006	0.003	-0.007	-0.005	0.003	-0.005	-0.005	0.009	-0.004	0.002	0.001	-0.000	-0.005	0.014	0.006	-0.002	-0.041	-0.032	0.000	0.007	0.011	0.006	0.005	-0.009	-0.094	0.005	0.007	-0.067	0.002	0.004	-0.005	-0.006	0.058	-0.002	0.046	0.011	0.001	-0.006	0.003	0.117	1.000	0.050	0.002	0.394	-0.002	-0.000	-0.000	0.001	-0.012	0.002	0.001	-0.002	0.009	0.005	-0.003	-0.008	-0.021	-0.009	0.004	0.008	-0.001	-0.005	-0.027	-0.011	0.007	0.000	-0.007	0.001	-0.007	-0.011	-0.005	0.007	0.002	0.227	-0.001	0.005	0.002
кол-во_счетов_с_просрочкой_4_мес	0.031	-0.048	-0.262	-0.002	0.044	0.002	0.007	0.000	-0.022	-0.062	0.101	0.034	0.042	0.064	0.077	0.077	0.081	-0.016	0.031	0.019	0.051	0.091	0.098	0.056	-0.081	0.208	0.226	-0.051	0.117	0.100	-0.024	-0.064	-0.207	-0.056	-0.064	-0.045	0.061	-0.017	0.009	0.072	0.065	0.207	-0.033	0.145	0.136	0.009	0.082	0.000	0.331	0.050	1.000	0.055	0.033	0.083	0.015	0.001	-0.001	-0.027	0.001	-0.014	-0.085	-0.000	0.039	-0.182	-0.141	-0.262	-0.155	0.127	0.011	-0.167	-0.053	-0.588	-0.027	0.065	0.002	0.038	-0.045	0.066	-0.020	0.069	0.009	0.024	0.019	-0.056	-0.098	0.055
кол-во_текущих_аннуитетных_счетов	-0.010	0.069	0.021	0.002	0.227	0.000	-0.010	0.008	0.025	0.009	0.685	0.519	0.385	0.007	-0.014	-0.020	0.023	0.025	-0.005	-0.017	0.049	0.131	0.041	0.003	0.001	-0.013	-0.015	-0.046	0.186	-0.050	-0.381	0.012	0.015	-0.034	-0.125	0.010	-0.033	0.016	0.453	0.251	0.123	0.057	-0.015	0.004	0.395	0.454	0.188	0.007	0.031	0.002	0.055	1.000	0.010	0.169	0.177	0.001	-0.002	0.065	0.001	0.643	0.168	0.301	0.767	0.008	0.055	0.021	0.068	0.015	0.327	0.027	0.424	-0.040	0.060	0.053	0.000	0.212	0.323	0.329	0.065	0.198	0.170	0.014	0.009	0.073	-0.032	0.751
кол-во_текущих_просроченных_счетов	0.006	0.003	-0.048	0.001	0.022	0.001	-0.006	0.002	0.001	-0.007	0.013	-0.006	-0.005	0.017	-0.004	-0.005	0.025	0.001	0.008	-0.003	-0.005	-0.004	0.028	0.015	-0.003	-0.138	-0.115	0.004	0.019	0.031	0.006	0.004	-0.013	-0.108	0.004	0.008	-0.167	0.013	0.022	-0.003	-0.006	0.145	-0.010	0.047	0.030	0.011	-0.006	0.564	0.091	0.394	0.033	0.010	1.000	-0.005	0.002	-0.001	-0.000	-0.029	-0.000	0.011	-0.006	0.030	0.019	0.006	-0.005	-0.048	-0.006	0.001	0.024	0.013	0.005	-0.066	-0.024	0.019	0.000	0.009	0.003	-0.024	-0.027	-0.016	0.018	0.008	0.761	0.001	0.020	0.009
кол-во_финансовых_запросов	0.081	0.015	-0.058	-0.003	0.104	0.000	0.003	0.029	0.011	0.000	0.204	0.373	0.282	0.008	0.121	0.086	0.068	0.020	0.017	0.070	0.207	0.496	0.112	0.053	0.024	0.035	0.037	-0.242	0.010	-0.038	-0.284	-0.071	-0.023	0.019	-0.156	-0.062	0.015	0.067	0.125	0.309	0.158	0.018	0.068	0.010	0.168	0.127	0.241	0.000	0.009	-0.002	0.083	0.169	-0.005	1.000	0.103	-0.001	0.000	-0.091	0.004	0.167	-0.006	0.146	0.204	-0.043	-0.092	-0.058	-0.074	0.053	0.160	-0.022	0.095	-0.037	-0.077	0.139	0.000	0.065	0.090	0.071	-0.081	0.155	0.122	0.013	-0.007	0.008	0.023	0.233
кол-во_финансовых_операций	0.025	0.056	0.006	0.002	0.110	0.000	0.122	0.006	0.021	-0.087	0.315	0.254	0.179	-0.005	0.017	0.009	0.122	0.028	-0.023	0.017	0.030	0.087	0.184	0.006	-0.070	-0.005	0.005	-0.036	0.121	0.069	-0.169	-0.012	0.023	0.011	-0.080	0.018	-0.003	0.059	0.118	0.158	0.083	0.024	0.037	0.005	0.262	0.119	0.116	0.000	0.001	-0.000	0.015	0.177	0.002	0.103	1.000	-0.001	-0.001	0.022	-0.001	0.190	0.131	0.182	0.202	-0.033	-0.009	0.006	0.083	-0.004	0.184	0.074	0.148	-0.000	0.002	0.010	0.000	0.114	0.143	0.059	-0.001	0.027	0.154	0.007	0.000	0.067	-0.014	0.197
кол_во_субсидий_за_год	0.000	0.002	0.001	-0.001	0.002	0.001	0.000	0.001	0.000	0.001	-0.000	0.001	-0.001	0.000	-0.004	-0.004	-0.000	0.001	-0.000	0.000	-0.001	-0.001	0.000	0.000	0.001	0.000	-0.001	-0.000	-0.001	0.002	0.001	0.000	0.000	-0.002	-0.001	-0.000	-0.001	0.001	0.002	-0.000	-0.000	0.000	0.001	-0.001	-0.000	0.002	-0.000	0.000	-0.000	-0.000	0.001	0.001	-0.001	-0.001	-0.001	1.000	-0.000	-0.000	0.001	0.000	0.009	0.002	-0.000	0.001	-0.000	0.001	0.000	-0.002	0.002	0.001	-0.002	-0.001	-0.000	-0.001	0.000	0.001	0.003	0.000	-0.001	0.001	0.002	-0.000	-0.001	0.002	0.001	0.000
коэфф_акционных_зачислений_в_остатке	-0.000	0.001	0.001	0.001	0.000	0.000	-0.000	0.001	0.000	0.000	-0.001	-0.002	-0.002	-0.000	-0.002	-0.000	0.001	0.000	-0.001	-0.001	0.000	0.000	0.001	0.001	0.001	-0.002	-0.003	-0.001	0.002	0.001	0.003	-0.001	0.003	0.002	0.000	-0.001	-0.001	0.001	-0.000	-0.001	-0.002	0.001	0.001	-0.000	-0.000	-0.000	-0.001	0.000	-0.002	0.001	-0.001	-0.002	-0.000	0.000	-0.001	-0.000	1.000	-0.001	0.001	-0.001	0.001	0.000	-0.002	0.001	-0.001	0.001	0.000	0.000	0.000	0.001	-0.001	0.000	-0.002	-0.001	0.000	0.003	-0.003	0.000	-0.002	0.000	0.000	-0.000	-0.000	0.001	0.002	-0.001
коэфф_загрузки_возобновляемого_счета	-0.170	0.140	-0.392	-0.000	0.070	0.001	0.014	0.022	0.121	0.124	0.017	-0.077	-0.091	-0.040	-0.216	-0.195	-0.172	0.125	-0.015	-0.089	-0.081	-0.130	0.029	-0.116	-0.115	0.032	0.014	0.095	0.059	0.017	0.101	0.195	0.069	-0.008	0.182	0.187	0.017	-0.208	-0.142	-0.228	-0.183	-0.012	-0.091	-0.014	-0.101	-0.145	-0.215	0.002	-0.009	-0.012	-0.027	0.065	-0.029	-0.091	0.022	-0.000	-0.001	1.000	-0.002	0.174	0.282	0.016	0.036	-0.135	0.408	-0.392	0.436	-0.100	0.114	-0.178	0.176	-0.009	0.732	0.265	0.001	0.070	0.164	0.664	0.847	-0.068	0.182	0.036	-0.026	0.119	-0.600	0.042
коэфф_исходного_платежа	0.001	-0.000	0.000	-0.000	-0.000	0.000	0.000	0.000	0.001	0.002	0.001	0.002	0.001	-0.000	0.003	0.004	0.001	0.001	-0.000	-0.001	-0.001	0.001	-0.001	0.002	0.003	0.000	-0.001	0.002	0.001	0.000	-0.000	-0.002	-0.002	-0.001	-0.002	-0.003	-0.001	0.002	0.002	0.001	0.004	0.001	-0.001	-0.001	0.001	0.002	0.001	0.000	0.002	0.002	0.001	0.001	-0.000	0.004	-0.001	0.001	0.001	-0.002	1.000	-0.000	-0.001	-0.000	-0.000	0.002	-0.001	0.000	-0.000	0.001	-0.001	0.002	-0.000	0.000	-0.003	0.000	0.000	0.003	0.008	-0.003	-0.003	-0.002	-0.001	0.000	-0.001	-0.000	0.003	-0.000
кредитный_баланс_без_ипотеки	0.047	0.317	0.072	0.001	0.484	0.000	0.001	0.007	0.193	0.189	0.579	0.422	0.315	-0.014	0.007	-0.002	0.180	0.196	-0.007	-0.096	0.037	0.155	0.202	0.167	0.178	-0.021	-0.020	-0.050	0.235	0.129	-0.318	0.015	0.001	-0.014	-0.104	0.011	-0.031	0.177	0.473	0.222	0.113	0.028	-0.099	-0.004	0.482	0.474	0.162	0.000	-0.002	0.001	-0.014	0.643	0.011	0.167	0.190	0.000	-0.001	0.174	-0.000	1.000	0.412	0.576	0.860	0.321	0.378	0.072	0.469	-0.052	0.604	0.386	0.448	0.044	0.104	0.013	0.002	0.423	0.391	0.389	0.121	0.275	0.464	0.014	0.013	0.335	0.119	0.886
кредитный_баланс_по_возоб_счетам	0.053	0.401	0.038	0.007	0.300	0.003	-0.008	0.015	0.353	0.361	0.169	0.087	0.063	-0.032	0.003	-0.008	0.300	0.354	-0.018	-0.104	-0.010	-0.037	0.232	0.323	0.333	0.034	0.017	0.034	0.158	0.230	-0.049	0.022	0.175	0.096	-0.007	0.008	0.069	0.298	0.341	0.066	0.010	-0.055	-0.100	-0.011	0.317	0.342	0.035	0.000	-0.049	-0.002	-0.085	0.168	-0.006	-0.006	0.131	0.009	0.001	0.282	-0.001	0.412	1.000	0.382	0.237	0.480	0.551	0.038	0.638	-0.139	0.357	0.519	0.246	0.107	0.220	0.067	0.000	0.492	0.445	0.131	0.226	-0.062	0.221	-0.018	-0.011	0.416	0.169	0.199
кредитный_лимит	0.044	0.318	0.238	0.002	0.554	0.000	-0.001	0.016	0.145	0.140	0.332	0.219	0.150	-0.010	-0.007	0.003	0.246	0.147	-0.010	-0.114	0.030	0.152	0.648	0.224	0.186	-0.078	-0.073	-0.052	0.232	0.247	-0.147	0.007	0.042	-0.047	-0.084	0.009	-0.106	0.192	0.390	0.161	0.106	0.088	-0.125	0.009	0.445	0.391	0.125	0.006	0.017	0.009	-0.000	0.301	0.030	0.146	0.182	0.002	0.000	0.016	-0.000	0.576	0.382	1.000	0.475	0.395	0.344	0.238	0.419	-0.040	0.975	0.474	0.122	-0.009	-0.019	-0.148	0.002	0.503	0.087	0.035	-0.026	-0.005	0.883	-0.009	0.032	0.354	0.255	0.448
лимит_по_аннуитетным_счетам	0.085	0.185	0.083	0.001	0.396	0.000	0.012	0.007	0.021	0.017	0.650	0.479	0.343	0.005	-0.016	-0.017	0.065	0.022	0.008	-0.024	0.048	0.171	0.130	0.044	0.031	-0.023	-0.024	-0.063	0.217	0.017	-0.352	0.007	-0.007	-0.023	-0.123	0.007	-0.046	0.041	0.386	0.245	0.116	0.066	-0.027	0.007	0.418	0.386	0.181	0.004	0.026	0.005	0.039	0.767	0.019	0.204	0.202	-0.000	-0.002	0.036	-0.000	0.860	0.237	0.475	1.000	0.097	0.150	0.083	0.131	0.007	0.486	0.125	0.453	-0.030	0.017	-0.002	0.001	0.355	0.378	0.270	0.026	0.158	0.372	0.018	0.019	0.201	0.042	0.959
лимит_по_картам	0.057	0.378	0.371	0.002	0.379	0.000	-0.027	0.019	0.313	0.533	0.011	-0.018	-0.039	-0.034	0.111	0.089	0.374	0.314	-0.036	-0.192	-0.025	-0.019	0.198	0.514	0.647	-0.036	-0.051	0.018	0.098	0.274	0.033	-0.032	0.041	0.040	-0.001	-0.144	0.010	0.435	0.382	0.036	0.041	-0.088	-0.184	-0.021	0.285	0.385	0.018	0.000	-0.087	-0.003	-0.182	0.008	0.006	-0.043	-0.033	0.001	0.001	-0.135	0.002	0.321	0.480	0.395	0.097	1.000	0.640	0.371	0.650	-0.138	0.300	0.868	0.064	0.236	-0.205	-0.260	0.000	0.336	0.076	-0.288	-0.256	-0.120	0.175	-0.047	0.008	0.408	0.764	0.074
макс_баланс_по_возоб_счетам	-0.047	0.374	0.073	0.001	0.355	0.000	0.001	0.000	0.222	0.337	0.055	-0.056	-0.081	-0.048	-0.094	-0.087	0.185	0.218	-0.034	-0.148	-0.080	-0.103	0.213	0.263	0.294	0.003	-0.004	0.076	0.127	0.243	0.084	0.086	0.064	0.065	0.099	0.049	0.025	0.168	0.186	-0.094	-0.099	-0.058	-0.136	-0.020	0.178	0.186	-0.106	0.000	-0.070	-0.008	-0.141	0.055	-0.005	-0.092	-0.009	-0.000	-0.001	0.408	-0.001	0.378	0.551	0.344	0.150	0.640	1.000	0.073	0.787	-0.154	0.328	0.553	0.161	0.136	0.313	-0.058	0.001	0.307	0.141	0.139	0.388	-0.132	0.283	-0.021	-0.003	0.387	0.194	0.102
нижний_порог_рейтинга_заемщика	0.010	0.071	1.000	0.002	0.104	0.001	-0.011	0.130	-0.172	-0.086	0.008	0.001	-0.013	-0.083	-0.141	-0.116	0.015	-0.169	-0.079	-0.262	-0.099	-0.133	0.099	0.046	0.065	0.036	0.003	0.070	0.025	0.111	0.001	0.106	0.245	0.063	0.077	0.054	0.097	0.016	0.035	-0.106	-0.058	-0.213	-0.237	-0.064	0.025	0.053	-0.103	0.017	-0.146	-0.021	-0.262	0.021	-0.048	-0.058	0.006	0.001	0.001	-0.392	0.000	0.072	0.038	0.238	0.083	0.371	0.073	1.000	0.041	-0.240	0.155	0.362	-0.041	0.347	-0.381	-0.416	0.000	0.084	-0.036	-0.376	-0.409	-0.118	0.149	-0.058	-0.042	0.117	0.475	0.030
оборотный_баланс	-0.060	0.455	0.041	0.001	0.402	0.000	-0.013	0.006	0.508	0.499	0.063	-0.033	-0.072	-0.046	0.046	0.023	0.353	0.513	-0.035	-0.194	-0.040	-0.055	0.249	0.358	0.422	-0.030	-0.018	0.050	0.153	0.292	0.077	0.018	0.104	0.034	0.053	0.005	0.002	0.404	0.378	-0.008	-0.033	-0.053	-0.190	-0.020	0.306	0.379	-0.042	0.003	-0.073	-0.009	-0.155	0.068	-0.006	-0.074	0.083	0.000	0.000	0.436	-0.000	0.469	0.638	0.419	0.131	0.650	0.787	0.041	1.000	-0.157	0.402	0.744	0.253	0.175	0.285	-0.017	0.002	0.342	0.238	0.175	0.319	-0.144	0.288	-0.015	-0.002	0.467	0.203	0.119
общая_сумма_взысканий	0.053	-0.070	-0.240	0.001	-0.041	0.000	0.021	0.000	-0.006	-0.043	0.034	0.017	0.019	0.219	0.080	0.071	-0.006	-0.004	0.060	0.081	0.031	0.062	-0.019	-0.041	-0.044	0.074	0.088	-0.034	0.029	-0.015	-0.011	-0.055	-0.084	0.051	-0.048	-0.033	0.051	0.013	0.019	0.066	0.049	0.033	0.023	0.004	0.013	0.020	0.061	0.000	0.022	0.004	0.127	0.015	0.001	0.053	-0.004	-0.002	0.000	-0.100	0.001	-0.052	-0.139	-0.040	0.007	-0.138	-0.154	-0.240	-0.157	1.000	-0.039	-0.124	-0.024	-0.138	-0.076	0.043	0.000	-0.062	-0.016	-0.013	-0.075	0.030	-0.048	0.009	0.002	-0.078	-0.038	0.004
общая_сумма_на_счетах	0.019	0.295	0.155	0.001	0.523	0.000	0.004	0.018	0.120	0.111	0.354	0.241	0.174	-0.012	-0.037	-0.024	0.184	0.121	-0.011	-0.105	0.027	0.161	0.638	0.164	0.122	-0.059	-0.058	-0.048	0.226	0.207	-0.171	0.027	0.041	-0.044	-0.079	0.033	-0.090	0.124	0.344	0.152	0.099	0.083	-0.115	0.007	0.414	0.344	0.120	0.005	0.020	0.008	0.011	0.327	0.024	0.160	0.184	0.002	0.000	0.114	-0.001	0.604	0.357	0.975	0.486	0.300	0.328	0.155	0.402	-0.039	1.000	0.368	0.129	-0.022	0.058	-0.090	0.003	0.474	0.083	0.179	0.067	0.087	0.928	-0.002	0.027	0.328	0.141	0.490
общий_лимит_по_возоб_счету	0.056	0.395	0.362	0.002	0.409	0.000	-0.024	0.000	0.444	0.450	0.059	0.023	-0.009	-0.030	0.196	0.155	0.509	0.447	-0.037	-0.179	0.009	0.026	0.261	0.489	0.567	-0.055	-0.032	-0.009	0.131	0.325	0.006	-0.096	0.074	0.045	-0.059	-0.116	-0.007	0.589	0.520	0.137	0.094	-0.063	-0.171	-0.016	0.407	0.522	0.093	0.000	-0.080	-0.001	-0.167	0.027	0.013	-0.022	0.074	0.001	0.001	-0.178	0.002	0.386	0.519	0.474	0.125	0.868	0.553	0.362	0.744	-0.124	0.368	1.000	0.138	0.221	-0.178	-0.230	0.000	0.359	0.137	-0.309	-0.228	-0.119	0.197	-0.042	0.015	0.426	0.667	0.104
пдн	0.053	0.052	-0.041	0.000	-0.208	0.001	0.008	0.002	0.257	0.163	0.290	0.306	0.209	-0.004	0.038	0.006	0.148	0.257	-0.034	-0.041	0.002	0.050	-0.029	0.083	0.108	0.002	0.011	0.006	0.053	0.043	-0.223	-0.007	0.068	0.030	-0.068	0.011	0.006	0.189	0.320	0.173	0.052	-0.009	-0.026	-0.004	0.243	0.314	0.107	0.000	-0.023	-0.005	-0.053	0.424	0.005	0.095	0.148	-0.002	-0.001	0.176	-0.000	0.448	0.246	0.122	0.453	0.064	0.161	-0.041	0.253	-0.024	0.129	0.138	1.000	0.068	0.173	0.182	0.001	-0.095	0.617	0.223	0.179	-0.027	0.030	0.014	0.006	0.045	-0.071	0.430
процент_счетов_без_просрочек	-0.024	0.050	0.347	0.000	-0.053	0.000	0.016	0.011	0.042	0.100	-0.069	0.018	-0.007	-0.059	-0.003	-0.025	-0.051	0.049	-0.050	-0.017	-0.042	-0.054	-0.105	-0.010	0.114	0.075	0.059	0.042	-0.138	-0.142	-0.010	0.029	0.246	0.126	0.033	-0.000	0.191	0.069	0.039	0.007	-0.026	-0.486	0.042	-0.096	-0.087	0.042	-0.028	0.018	-0.264	-0.027	-0.588	-0.040	-0.066	-0.037	-0.000	-0.001	0.000	-0.009	0.000	0.044	0.107	-0.009	-0.030	0.236	0.136	0.347	0.175	-0.138	-0.022	0.221	0.068	1.000	-0.006	-0.079	0.000	-0.052	0.061	-0.069	-0.018	-0.020	-0.040	-0.046	-0.058	0.063	0.156	-0.031
процент_счетов_прев_75_лимита	-0.174	0.058	-0.381	-0.002	-0.013	0.001	0.010	0.070	0.133	0.072	0.018	-0.061	-0.076	-0.034	-0.139	-0.141	-0.099	0.136	-0.023	-0.051	-0.061	-0.106	0.007	-0.127	-0.153	0.026	0.027	0.081	0.045	0.018	0.085	0.136	0.088	0.008	0.135	0.185	0.012	-0.116	-0.075	-0.151	-0.144	-0.008	-0.043	-0.013	-0.058	-0.075	-0.158	0.010	-0.012	-0.011	-0.027	0.060	-0.024	-0.077	0.002	-0.000	-0.002	0.732	-0.003	0.104	0.220	-0.019	0.017	-0.205	0.313	-0.381	0.285	-0.076	0.058	-0.178	0.173	-0.006	1.000	0.276	0.002	0.017	0.156	0.499	0.865	-0.054	0.095	0.034	-0.022	0.037	-0.649	0.029
процентная_ставка	-0.053	0.127	-0.416	-0.003	-0.129	0.001	-0.003	0.256	0.094	0.023	-0.005	0.157	0.179	0.018	0.162	0.144	-0.063	0.092	0.018	0.071	0.215	0.200	-0.100	-0.091	-0.062	-0.011	-0.006	-0.178	-0.076	-0.150	-0.172	-0.139	0.012	-0.024	-0.164	-0.108	-0.032	-0.013	-0.014	0.187	0.155	0.060	0.065	0.014	-0.057	-0.019	0.207	0.009	0.041	0.007	0.065	0.053	0.019	0.139	0.010	-0.001	-0.001	0.265	0.000	0.013	0.067	-0.148	-0.002	-0.260	-0.058	-0.416	-0.017	0.043	-0.090	-0.230	0.182	-0.079	0.276	1.000	0.001	-0.125	0.244	0.295	0.283	0.168	-0.090	0.085	0.016	0.115	-0.345	0.063
рейтинг_OCR	0.001	0.000	0.000	0.002	0.002	0.000	0.000	0.002	0.000	0.001	0.002	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.001	0.001	0.000	0.001	0.000	0.000	0.000	0.003	0.003	0.001	0.001	0.001	0.000	0.001	0.000	0.003	0.000	0.001	0.002	0.001	0.000	0.001	0.000	0.001	0.000	0.000	0.000	0.000	0.000	0.002	0.000	0.000	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.001	0.000	0.002	0.000	0.002	0.001	0.000	0.001	0.000	0.002	0.000	0.003	0.000	0.001	0.000	0.002	0.001	1.000	0.010	0.016	0.000	0.000	0.003	0.002	0.000	0.000	0.000	0.002	0.001
совокупный_доход_заемщиков	0.092	0.367	0.084	0.005	0.657	0.000	0.033	0.049	0.141	0.171	0.222	0.122	0.091	-0.017	-0.007	0.006	0.197	0.142	0.011	-0.074	0.003	0.078	0.294	0.215	0.195	-0.046	-0.054	-0.040	0.194	0.199	-0.081	0.001	0.022	-0.016	-0.058	0.002	-0.061	0.157	0.257	0.094	0.063	0.069	-0.082	0.004	0.299	0.258	0.082	0.000	0.023	-0.007	0.038	0.212	0.009	0.065	0.114	0.001	0.003	0.070	0.003	0.423	0.492	0.503	0.355	0.336	0.307	0.084	0.342	-0.062	0.474	0.359	-0.095	-0.052	0.017	-0.125	0.010	1.000	-0.142	0.023	0.022	-0.040	0.366	0.003	-0.001	0.404	0.185	0.313
совокупный_пдн_заемщиков	0.033	0.094	-0.036	0.001	-0.115	0.009	-0.017	0.139	0.223	0.158	0.264	0.252	0.180	0.002	0.021	-0.010	0.128	0.223	-0.019	-0.027	0.013	0.050	-0.007	0.088	0.118	0.035	0.033	0.006	0.068	0.012	-0.186	0.017	0.125	0.051	-0.041	0.016	0.040	0.166	0.266	0.136	0.034	-0.027	-0.019	0.001	0.220	0.266	0.074	0.015	-0.027	0.001	-0.045	0.323	0.003	0.090	0.143	0.003	-0.003	0.164	0.008	0.391	0.445	0.087	0.378	0.076	0.141	-0.036	0.238	-0.016	0.083	0.137	0.617	0.061	0.156	0.244	0.016	-0.142	1.000	0.168	0.161	-0.020	-0.015	0.023	0.001	0.070	-0.056	0.347
соотношение_баланса_к_лимиту_общее	-0.105	0.034	-0.376	0.000	0.031	0.000	0.007	0.089	-0.011	-0.025	0.241	0.219	0.197	-0.017	-0.170	-0.156	-0.227	-0.002	0.002	-0.014	-0.040	0.023	-0.016	-0.214	-0.214	0.056	0.046	0.030	0.047	-0.077	-0.194	0.141	-0.025	-0.009	0.038	0.146	0.028	-0.254	-0.039	-0.026	-0.039	0.005	-0.021	-0.008	-0.011	-0.039	-0.025	0.012	0.014	-0.007	0.066	0.329	-0.024	0.071	0.059	0.000	0.000	0.664	-0.003	0.389	0.131	0.035	0.270	-0.288	0.139	-0.376	0.175	-0.013	0.179	-0.309	0.223	-0.069	0.499	0.295	0.000	0.023	0.168	1.000	0.594	0.544	0.214	0.050	-0.021	0.010	-0.531	0.367
соотношение_баланса_к_лимиту_по_картам	-0.179	0.078	-0.409	-0.001	0.006	0.002	0.015	0.062	0.123	0.061	0.019	-0.068	-0.083	-0.035	-0.175	-0.172	-0.136	0.126	-0.016	-0.047	-0.071	-0.115	0.007	-0.169	-0.202	0.035	0.036	0.088	0.050	0.000	0.094	0.164	0.082	0.008	0.160	0.221	0.018	-0.159	-0.109	-0.177	-0.172	-0.007	-0.042	-0.013	-0.082	-0.109	-0.182	0.010	-0.010	-0.011	-0.020	0.065	-0.027	-0.081	-0.001	-0.001	-0.002	0.847	-0.003	0.121	0.226	-0.026	0.026	-0.256	0.388	-0.409	0.319	-0.075	0.067	-0.228	0.179	-0.018	0.865	0.283	0.000	0.022	0.161	0.594	1.000	-0.057	0.118	0.036	-0.024	0.054	-0.756	0.035
соотношение_сумм_текущего_баланса_к_лимиту_по_аннуитетным_счетам	-0.016	-0.086	-0.118	0.000	-0.084	0.001	0.004	0.040	-0.052	-0.063	0.213	0.336	0.400	0.005	0.082	0.068	-0.055	-0.053	-0.002	0.025	0.089	0.190	-0.061	-0.065	-0.055	0.070	0.068	-0.086	-0.032	-0.106	-0.427	-0.058	-0.049	-0.002	-0.199	-0.053	0.061	-0.037	0.095	0.232	0.207	-0.033	0.024	-0.005	0.090	0.096	0.261	0.005	0.008	-0.005	0.069	0.198	-0.016	0.155	0.027	0.001	0.000	-0.068	-0.002	0.275	-0.062	-0.005	0.158	-0.120	-0.132	-0.118	-0.144	0.030	0.087	-0.119	-0.027	-0.020	-0.054	0.168	0.003	-0.040	-0.020	0.544	-0.057	1.000	0.055	0.023	-0.015	-0.094	-0.044	0.403
средний_баланс_текущих_счетов	0.011	0.242	0.149	0.001	0.454	0.000	0.019	0.015	-0.120	-0.082	0.234	0.159	0.119	-0.017	-0.210	-0.158	-0.032	-0.119	-0.012	-0.102	-0.024	0.092	0.625	-0.008	-0.098	-0.040	-0.053	-0.013	0.190	0.173	-0.118	0.132	0.034	-0.052	0.011	0.127	-0.077	-0.166	0.004	-0.018	0.001	0.068	-0.110	0.005	0.190	0.004	-0.007	0.003	0.020	0.007	0.009	0.170	0.018	0.122	0.154	0.002	0.000	0.182	-0.001	0.464	0.221	0.883	0.372	0.175	0.283	0.149	0.288	-0.048	0.928	0.197	0.030	-0.040	0.095	-0.090	0.002	0.366	-0.015	0.214	0.118	0.055	1.000	-0.000	0.020	0.273	0.035	0.379
сумма_выплат_по_просрочкам	0.022	0.026	-0.058	0.001	0.005	0.000	-0.017	0.029	-0.001	-0.011	0.011	0.011	0.016	0.009	0.007	0.006	-0.029	-0.001	0.017	-0.002	0.016	0.022	-0.022	-0.034	-0.026	-0.043	-0.044	-0.021	-0.005	-0.019	-0.016	-0.007	-0.032	-0.021	-0.018	-0.006	-0.044	-0.022	-0.009	0.018	0.015	0.048	-0.013	0.004	-0.015	-0.008	0.019	0.003	0.021	0.002	0.024	0.014	0.008	0.013	0.007	-0.000	-0.000	0.036	0.000	0.014	-0.018	-0.009	0.018	-0.047	-0.021	-0.058	-0.015	0.009	-0.002	-0.042	0.014	-0.046	0.034	0.085	0.000	0.003	0.023	0.050	0.036	0.023	-0.000	1.000	0.007	0.024	-0.054	0.013
сумма_задолженности	0.010	0.004	-0.042	0.001	0.020	0.001	-0.007	0.002	0.007	-0.002	0.011	-0.006	-0.006	0.015	-0.003	-0.003	0.021	0.007	0.008	-0.003	-0.005	-0.005	0.025	0.011	0.001	-0.111	-0.088	0.004	0.016	0.026	0.007	0.002	-0.010	-0.082	0.003	0.005	-0.142	0.016	0.025	-0.002	-0.007	0.129	-0.010	0.010	0.026	0.012	-0.005	0.006	0.066	0.227	0.019	0.009	0.761	-0.007	0.000	-0.001	-0.000	-0.026	-0.001	0.013	-0.011	0.032	0.019	0.008	-0.003	-0.042	-0.002	0.002	0.027	0.015	0.006	-0.058	-0.022	0.016	0.000	-0.001	0.001	-0.021	-0.024	-0.015	0.020	0.007	1.000	0.002	0.019	0.010
сумма_займа	-0.007	0.969	0.117	-0.000	0.481	0.000	0.002	0.073	0.167	0.209	0.110	0.030	-0.004	-0.020	-0.015	-0.031	0.197	0.167	0.007	-0.088	-0.023	0.019	0.230	0.221	0.229	-0.033	-0.037	0.005	0.128	0.184	0.008	0.045	0.024	-0.002	0.028	0.027	-0.024	0.184	0.206	0.007	-0.017	0.006	-0.096	-0.001	0.226	0.203	-0.025	0.002	-0.021	-0.001	-0.056	0.073	0.001	0.008	0.067	0.002	0.001	0.119	-0.000	0.335	0.416	0.354	0.201	0.408	0.387	0.117	0.467	-0.078	0.328	0.426	0.045	0.063	0.037	0.115	0.000	0.404	0.070	0.010	0.054	-0.094	0.273	0.024	0.002	1.000	0.218	0.165
суммарная_доступная_сумма_займа_по_картам	0.143	0.186	0.475	0.002	0.219	0.002	-0.027	0.039	0.114	0.287	-0.006	0.029	0.021	-0.002	0.174	0.157	0.313	0.118	-0.012	-0.083	0.022	0.050	0.116	0.417	0.526	-0.041	-0.049	-0.037	0.028	0.165	-0.031	-0.124	-0.026	0.031	-0.100	-0.236	-0.001	0.364	0.300	0.132	0.124	-0.053	-0.081	-0.006	0.224	0.301	0.122	0.001	-0.053	0.005	-0.098	-0.032	0.020	0.023	-0.014	0.001	0.002	-0.600	0.003	0.119	0.169	0.255	0.042	0.764	0.194	0.475	0.203	-0.038	0.141	0.667	-0.071	0.156	-0.649	-0.345	0.002	0.185	-0.056	-0.531	-0.756	-0.044	0.035	-0.054	0.019	0.218	1.000	0.026
текущий_баланс_по_аннуитетным_счетам	0.000	0.156	0.030	0.001	0.352	0.000	0.020	0.006	0.038	0.026	0.646	0.534	0.415	0.003	0.009	0.003	0.069	0.038	0.003	-0.013	0.063	0.209	0.124	0.048	0.038	0.007	0.005	-0.077	0.213	0.002	-0.432	-0.006	0.011	-0.016	-0.156	-0.002	-0.013	0.052	0.378	0.282	0.155	0.046	-0.014	0.003	0.421	0.379	0.225	0.000	0.024	0.002	0.055	0.751	0.009	0.233	0.197	0.000	-0.001	0.042	-0.000	0.886	0.199	0.448	0.959	0.074	0.102	0.030	0.119	0.004	0.490	0.104	0.430	-0.031	0.029	0.063	0.001	0.313	0.347	0.367	0.035	0.403	0.379	0.013	0.010	0.165	0.026	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	id	сумма_займа	процентная_ставка	аннуитет	годовой_доход	итоговый_статус_займа	рейтинг_OCR	коэфф_акционных_зачислений_в_остатке	индекс_проживания	пдн	кол-во_просрочек_за_два_года	коэфф_невыплаченного_сумм_остатка	коэфф_исходного_платежа	нижний_порог_рейтинга_заемщика	верхний_порог_рейтинга_заемщика	кол-во_заявок_за_полгода	кол-во_месяцев_с_последней_просрочки	кол-во_месяцев_с_последнего_займа	кол-во_открытых_счетов	кол-во_записей_в_общедоступных_документах	оборотный_баланс	коэфф_загрузки_возобновляемого_счета	кол-во_счетов	дата_следующей_выплаты	грейд_на_детерминаторе	кол-во_месяцев_с_последнего_нарушения	код_политики	совокупный_доход_заемщиков	совокупный_пдн_заемщиков	общая_сумма_взысканий	возвраты_с_учетом_мпл	общая_сумма_на_счетах	кол-во_открытых_счетов_за_полгода	кол-во_текущих_аннуитетных_счетов	кол-во_аннуитетных_счетов_за_год	кол-во_аннуитетных_счетов_за_2_года	кол-во_месяцев_с_посл_аннуитетного_счета	текущий_баланс_по_аннуитетным_счетам	соотношение_сумм_текущего_баланса_к_лимиту_по_аннуитетным_счетам	кол-во_возоб_счетов_за_год	кол-во_возоб_счетов_за_2_года	макс_баланс_по_возоб_счетам	соотношение_баланса_к_лимиту_общее	общий_лимит_по_возоб_счету	кол-во_финансовых_запросов	кол-во_финансовых_операций	кол-во_заявок_на_кредит_за_год	кол-во_открытых_счетов_за_2_года	средний_баланс_текущих_счетов	суммарная_доступная_сумма_займа_по_картам	соотношение_баланса_к_лимиту_по_картам	кол-во_месяцев_с_первого_аннуитетного_счета	кол-во_месяцев_с_первого_возобновляемого_счета	кол-во_месяцев_с_последнего_возобновляемого_счета	кол-во_месяцев_с_последнего_счета	кол-во_ипотек	кол-во_месяцев_с_последней_карты	кол-во_мес_с_последней_задолженности_по_карте	кол-во_мес_с_последней_заявки	кол-во_мес_с_последней_задолженности_по_возобновляемому_счету	кол-во_счетов_с_просрочкой_4_мес	кол-во_активных_карт	кол-во_активных_возобновляемых_счетов	кол-во_карт_без_нарушений	кол-во_карт	кол-во_аннуитетных_счетов	кол-во_открытых_возобновляемых_счетов	кол-во_возобновляемых_счетов	кол-во_возобновляемых_счетов_с_балансом_более_0	кол-во_счетов_без_нарушений	кол-во_счетов_с_акт_просрочкой_3_мес_за_2_года	кол-во_счетов_за_посл_год	процент_счетов_без_просрочек	процент_счетов_прев_75_лимита	кол-во_публ_банкротств	кредитный_лимит	кредитный_баланс_без_ипотеки	лимит_по_картам	лимит_по_аннуитетным_счетам	кредитный_баланс_по_возоб_счетам
0	68355089	1235000.0	11.99	41014.0	1300000.0	0	4	0.899168	577.0	16.06	1.0	1.345312e+06	0.767016	715.0	719.0	4.0	6.0	NaN	22.0	0.0	21470.0	19.2	38.0	NaN	5	NaN	1.0	NaN	NaN	0.0	12213	10219800.0	1.0	1.0	0.0	1.0	19.0	900250.0	73.0	2.0	3.0	6472.0	29.0	5590000.0	0.0	0.0	6.0	4.0	486650.0	2891500.0	27.1	113.0	192.0	2.0	2.0	4.0	2.0	NaN	0.0	6.0	0.0	5.0	5.0	13.0	17.0	6.0	20.0	27.0	5.0	22.0	0.0	2.0	97.4	7.7	0.0	15700850.0	1973750.0	3965000.0	1233350.0	NaN
1	68341763	1000000.0	10.78	21633.0	1260000.0	0	2	0.489891	605.0	10.78	0.0	1.345312e+06	0.229990	695.0	699.0	0.0	NaN	NaN	6.0	0.0	7869.0	56.2	18.0	NaN	1	NaN	1.0	3550000.0	13.85	0.0	36245	9484950.0	0.0	1.0	0.0	4.0	19.0	541350.0	73.0	0.0	2.0	2081.0	65.0	700000.0	2.0	5.0	1.0	6.0	1580850.0	136850.0	55.9	125.0	184.0	14.0	14.0	5.0	101.0	NaN	10.0	NaN	0.0	2.0	3.0	2.0	4.0	6.0	4.0	7.0	3.0	6.0	0.0	0.0	100.0	50.0	0.0	10920900.0	934800.0	310000.0	743850.0	NaN
2	68426831	597500.0	13.44	20259.0	680000.0	0	3	0.938662	300.0	10.20	0.0	1.345312e+06	0.961341	690.0	694.0	0.0	NaN	NaN	5.0	0.0	8822.0	68.4	6.0	NaN	4	NaN	1.0	NaN	NaN	0.0	53551	639900.0	0.0	1.0	0.0	0.0	338.0	198800.0	99.0	0.0	0.0	4522.0	76.0	645000.0	0.0	0.0	0.0	0.0	128000.0	42200.0	91.0	338.0	54.0	32.0	32.0	0.0	36.0	NaN	NaN	NaN	0.0	2.0	3.0	2.0	2.0	2.0	4.0	4.0	3.0	5.0	0.0	0.0	100.0	100.0	0.0	845000.0	639900.0	470000.0	200000.0	NaN
3	68476668	1000000.0	9.17	31879.0	3600000.0	0	1	0.868177	550.0	14.67	0.0	1.345312e+06	0.290727	680.0	684.0	0.0	49.0	NaN	12.0	0.0	87329.0	84.5	27.0	NaN	3	NaN	1.0	NaN	NaN	0.0	48391	18017900.0	0.0	2.0	0.0	2.0	18.0	1471650.0	63.0	2.0	3.0	13048.0	74.0	4710000.0	1.0	0.0	1.0	6.0	1501500.0	0.0	102.9	142.0	306.0	10.0	10.0	4.0	12.0	NaN	10.0	NaN	0.0	4.0	6.0	4.0	5.0	7.0	9.0	16.0	6.0	12.0	0.0	2.0	96.3	100.0	0.0	19442600.0	5838100.0	1575000.0	2322600.0	NaN
4	67275481	1000000.0	8.49	31563.0	1700000.0	0	4	0.249254	293.0	17.61	1.0	1.345312e+06	0.688898	705.0	709.0	0.0	3.0	NaN	8.0	0.0	826.0	5.7	15.0	NaN	2	3.0	1.0	NaN	NaN	0.0	96028	7080050.0	0.0	3.0	0.0	4.0	13.0	1355550.0	75.0	0.0	0.0	640.0	55.0	725000.0	1.0	0.0	2.0	4.0	885000.0	683700.0	5.7	149.0	55.0	32.0	13.0	3.0	32.0	NaN	8.0	NaN	1.0	2.0	2.0	3.0	3.0	9.0	3.0	3.0	2.0	8.0	1.0	0.0	93.3	0.0	0.0	9669500.0	1396850.0	725000.0	1807200.0	NaN
5	68466926	500000.0	6.49	15322.5	1700000.0	0	2	0.373175	160.0	13.07	0.0	1.345312e+06	0.524009	685.0	689.0	1.0	NaN	106.0	14.0	1.0	10464.0	34.5	23.0	NaN	2	NaN	1.0	NaN	NaN	8341.0	78231	1397850.0	2.0	1.0	0.0	0.0	35.0	874650.0	57.0	2.0	7.0	2524.0	46.0	1515000.0	2.0	0.0	1.0	7.0	99850.0	409100.0	50.1	164.0	129.0	1.0	1.0	1.0	4.0	NaN	1.0	NaN	0.0	6.0	9.0	7.0	10.0	3.0	13.0	19.0	9.0	14.0	0.0	2.0	95.7	28.6	1.0	3054950.0	1397850.0	820000.0	1539950.0	NaN
6	68616873	400000.0	11.48	13187.0	840000.0	0	3	0.333894	29.0	34.80	0.0	1.345312e+06	0.303090	700.0	704.0	0.0	75.0	NaN	8.0	0.0	7034.0	39.1	18.0	NaN	2	75.0	1.0	NaN	NaN	0.0	28729	9984800.0	0.0	2.0	2.0	3.0	10.0	5337400.0	72.0	0.0	2.0	4725.0	49.0	900000.0	0.0	0.0	1.0	5.0	1426400.0	498300.0	41.4	155.0	253.0	15.0	10.0	1.0	50.0	NaN	10.0	NaN	1.0	3.0	3.0	3.0	6.0	5.0	5.0	11.0	3.0	8.0	0.0	2.0	94.4	33.3	0.0	12825650.0	5689100.0	850000.0	6775650.0	NaN
7	68338832	70000.0	12.88	2355.0	1280000.0	0	1	0.059806	275.0	34.95	0.0	1.345312e+06	0.786938	700.0	704.0	0.0	NaN	NaN	17.0	0.0	37828.0	67.2	24.0	NaN	2	NaN	1.0	NaN	NaN	0.0	24279	16284750.0	1.0	3.0	1.0	2.0	2.0	1871500.0	67.0	0.0	2.0	7386.0	67.0	2815000.0	0.0	2.0	0.0	4.0	957950.0	397000.0	77.0	46.0	234.0	18.0	2.0	4.0	28.0	NaN	18.0	NaN	0.0	7.0	11.0	8.0	11.0	3.0	12.0	17.0	11.0	17.0	0.0	1.0	100.0	75.0	0.0	18605450.0	3762900.0	1725000.0	2775050.0	NaN
8	66624733	900000.0	19.48	23585.0	3000000.0	1	3	0.718172	916.0	9.39	0.0	1.345312e+06	0.186147	665.0	669.0	1.0	NaN	75.0	18.0	1.0	14052.0	40.7	27.0	NaN	3	NaN	1.0	NaN	NaN	60.0	28006	1812350.0	2.0	2.0	1.0	3.0	2.0	1109750.0	71.0	2.0	4.0	1271.0	55.0	1725000.0	2.0	1.0	2.0	7.0	100700.0	256400.0	51.3	115.0	112.0	1.0	1.0	2.0	9.0	NaN	2.0	NaN	0.0	6.0	13.0	7.0	8.0	6.0	16.0	19.0	13.0	18.0	0.0	3.0	100.0	14.3	1.0	3290950.0	1812350.0	515000.0	1565950.0	NaN
9	68466961	1400000.0	6.49	42902.5	1840000.0	0	2	0.904547	275.0	21.60	0.0	1.345312e+06	0.609289	720.0	724.0	0.0	42.0	NaN	16.0	0.0	51507.0	64.5	24.0	NaN	2	NaN	1.0	NaN	NaN	0.0	38544	11055500.0	0.0	2.0	0.0	0.0	27.0	1170650.0	55.0	0.0	1.0	8752.0	61.0	3995000.0	0.0	1.0	0.0	1.0	690950.0	831150.0	59.9	82.0	379.0	19.0	19.0	2.0	19.0	48.0	NaN	42.0	0.0	7.0	9.0	9.0	11.0	4.0	13.0	18.0	9.0	16.0	0.0	0.0	91.7	22.2	0.0	15200150.0	3746000.0	2075000.0	2125150.0	NaN

	id	сумма_займа	процентная_ставка	аннуитет	годовой_доход	итоговый_статус_займа	рейтинг_OCR	коэфф_акционных_зачислений_в_остатке	кол_во_субсидий_за_год	индекс_проживания	пдн	кол-во_просрочек_за_два_года	коэфф_невыплаченного_сумм_остатка	коэфф_исходного_платежа	нижний_порог_рейтинга_заемщика	верхний_порог_рейтинга_заемщика	кол-во_заявок_за_полгода	кол-во_месяцев_с_последней_просрочки	кол-во_месяцев_с_последнего_займа	кол-во_открытых_счетов	кол-во_записей_в_общедоступных_документах	оборотный_баланс	коэфф_загрузки_возобновляемого_счета	кол-во_счетов	дата_следующей_выплаты	грейд_на_детерминаторе	кол-во_месяцев_с_последнего_нарушения	код_политики	совокупный_доход_заемщиков	совокупный_пдн_заемщиков	возвраты_с_учетом_мпл	общая_сумма_на_счетах	кол-во_открытых_счетов_за_полгода	кол-во_текущих_аннуитетных_счетов	кол-во_аннуитетных_счетов_за_год	кол-во_аннуитетных_счетов_за_2_года	кол-во_месяцев_с_посл_аннуитетного_счета	текущий_баланс_по_аннуитетным_счетам	соотношение_сумм_текущего_баланса_к_лимиту_по_аннуитетным_счетам	кол-во_возоб_счетов_за_год	кол-во_возоб_счетов_за_2_года	макс_баланс_по_возоб_счетам	соотношение_баланса_к_лимиту_общее	общий_лимит_по_возоб_счету	кол-во_финансовых_запросов	кол-во_финансовых_операций	кол-во_заявок_на_кредит_за_год	кол-во_открытых_счетов_за_2_года	средний_баланс_текущих_счетов	суммарная_доступная_сумма_займа_по_картам	соотношение_баланса_к_лимиту_по_картам	кол-во_месяцев_с_первого_аннуитетного_счета	кол-во_месяцев_с_первого_возобновляемого_счета	кол-во_месяцев_с_последнего_возобновляемого_счета	кол-во_месяцев_с_последнего_счета	кол-во_ипотек	кол-во_месяцев_с_последней_карты	кол-во_мес_с_последней_задолженности_по_карте	кол-во_мес_с_последней_заявки	кол-во_мес_с_последней_задолженности_по_возобновляемому_счету	кол-во_счетов_с_просрочкой_4_мес	кол-во_активных_карт	кол-во_активных_возобновляемых_счетов	кол-во_карт_без_нарушений	кол-во_карт	кол-во_аннуитетных_счетов	кол-во_открытых_возобновляемых_счетов	кол-во_возобновляемых_счетов	кол-во_возобновляемых_счетов_с_балансом_более_0	кол-во_счетов_без_нарушений	кол-во_счетов_за_посл_год	процент_счетов_без_просрочек	процент_счетов_прев_75_лимита	кол-во_публ_банкротств	кол-во_залогов	кредитный_лимит	кредитный_баланс_без_ипотеки	лимит_по_картам	лимит_по_аннуитетным_счетам	кредитный_баланс_по_возоб_счетам
1210769	90014198	800000.0	10.99	17390.0	2400000.0	0	3	0.198388	0	112.0	12.40	1.0	1.345312e+06	0.424223	745.0	749.0	2.0	10.0	82.0	21.0	1.0	5995.0	7.6	34.0	NaN	1	NaN	1.0	NaN	NaN	89421	20839200.0	2.0	2.0	0.0	1.0	13.0	2223700.0	76.0	2.0	5.0	1390.0	38.0	3675000.0	3.0	3.0	3.0	6.0	1041950.0	2883350.0	6.7	149.0	110.0	4.0	4.0	1.0	4.0	NaN	4.0	10.0	0.0	10.0	13.0	12.0	19.0	6.0	18.0	26.0	13.0	21.0	2.0	100.0	0.0	0.0	0.0	26712750.0	2523450.0	3090000.0	2909100.0	NaN
1210770	89968033	560000.0	13.49	12883.0	1720000.0	1	4	0.910554	0	981.0	4.80	0.0	1.345312e+06	0.816988	665.0	669.0	0.0	75.0	21.0	7.0	2.0	12581.0	54.7	14.0	NaN	4	NaN	1.0	NaN	NaN	63703	629050.0	2.0	0.0	1.0	1.0	11.0	0.0	NaN	2.0	3.0	4538.0	55.0	1150000.0	0.0	2.0	1.0	4.0	89850.0	336000.0	57.7	269.0	70.0	1.0	1.0	0.0	3.0	NaN	10.0	NaN	0.0	3.0	6.0	3.0	3.0	5.0	7.0	7.0	6.0	7.0	3.0	92.9	33.3	0.0	2.0	1150000.0	629050.0	795000.0	0.0	NaN
1210771	89024450	2000000.0	15.59	48201.5	4400000.0	0	2	0.823490	5	114.0	10.88	0.0	1.345312e+06	0.801470	715.0	719.0	2.0	NaN	NaN	19.0	0.0	43437.0	13.3	45.0	NaN	5	NaN	1.0	NaN	NaN	93839	19726300.0	2.0	3.0	1.0	3.0	9.0	1469750.0	83.0	1.0	3.0	24661.0	27.0	9285000.0	1.0	5.0	3.0	7.0	1038250.0	5388700.0	8.9	104.0	151.0	2.0	2.0	4.0	16.0	NaN	2.0	NaN	0.0	5.0	8.0	9.0	13.0	12.0	14.0	28.0	8.0	19.0	3.0	100.0	0.0	0.0	0.0	27910700.0	3674000.0	7050000.0	1777550.0	NaN
1210772	89846605	750000.0	10.49	24373.5	1200000.0	0	4	0.780094	0	802.0	26.40	0.0	1.345312e+06	0.818642	680.0	684.0	0.0	NaN	NaN	24.0	0.0	48654.0	36.1	42.0	NaN	2	NaN	1.0	NaN	NaN	54880	10453700.0	1.0	0.0	0.0	0.0	92.0	0.0	NaN	1.0	1.0	5544.0	36.0	6740000.0	1.0	5.0	4.0	2.0	454500.0	2882450.0	26.7	151.0	431.0	10.0	5.0	2.0	10.0	NaN	7.0	NaN	0.0	11.0	20.0	12.0	21.0	3.0	23.0	37.0	20.0	24.0	2.0	100.0	50.0	0.0	0.0	14869800.0	2432700.0	3935000.0	0.0	NaN
1210773	89007204	1820000.0	14.49	42812.0	1900000.0	1	1	0.217536	0	906.0	21.50	0.0	1.345312e+06	0.372817	720.0	724.0	0.0	NaN	NaN	11.0	0.0	55723.0	79.8	24.0	NaN	2	NaN	1.0	NaN	NaN	11112	24074500.0	2.0	2.0	1.0	2.0	6.0	4077700.0	75.0	1.0	1.0	16390.0	78.0	3490000.0	1.0	4.0	1.0	3.0	2188600.0	183800.0	91.5	82.0	355.0	5.0	5.0	6.0	38.0	NaN	6.0	NaN	0.0	3.0	5.0	4.0	6.0	5.0	7.0	13.0	5.0	11.0	2.0	100.0	75.0	0.0	0.0	26498250.0	6863850.0	2175000.0	4533250.0	NaN
1210774	89905081	900000.0	9.49	18897.5	2600000.0	0	2	0.101500	0	775.0	20.59	0.0	1.345312e+06	0.689342	735.0	739.0	1.0	NaN	NaN	17.0	0.0	23833.0	34.0	39.0	NaN	4	NaN	1.0	NaN	NaN	75091	8437900.0	0.0	6.0	0.0	3.0	15.0	1525800.0	52.0	0.0	3.0	7061.0	41.0	3505000.0	1.0	2.0	1.0	6.0	496350.0	208050.0	68.2	113.0	146.0	17.0	15.0	3.0	17.0	NaN	2.0	NaN	0.0	3.0	9.0	3.0	5.0	21.0	10.0	15.0	9.0	17.0	0.0	100.0	33.3	0.0	0.0	13767800.0	2717450.0	655000.0	3887800.0	NaN
1210775	88948836	1470000.0	13.99	34197.0	3615840.0	0	3	0.977123	0	900.0	22.03	0.0	1.345312e+06	0.279542	705.0	709.0	1.0	NaN	NaN	16.0	0.0	77480.0	85.2	32.0	NaN	5	NaN	1.0	NaN	NaN	24226	33173250.0	0.0	4.0	2.0	4.0	8.0	3532600.0	50.0	0.0	0.0	31069.0	68.0	4325000.0	3.0	0.0	2.0	4.0	2211550.0	421350.0	69.4	145.0	174.0	31.0	8.0	3.0	70.0	NaN	3.0	NaN	0.0	4.0	5.0	7.0	9.0	17.0	8.0	10.0	5.0	16.0	2.0	100.0	42.9	0.0	0.0	35952800.0	7415250.0	2825000.0	4785100.0	NaN
1210776	89996426	1600000.0	14.49	37637.0	3140000.0	1	1	0.108207	0	863.0	10.34	0.0	1.345312e+06	0.861847	735.0	739.0	0.0	NaN	NaN	14.0	0.0	111598.0	27.4	18.0	NaN	1	NaN	1.0	NaN	NaN	29886	20435050.0	2.0	2.0	0.0	2.0	16.0	563700.0	47.0	2.0	7.0	736.0	36.0	10375000.0	2.0	2.0	0.0	10.0	1459650.0	705900.0	10.6	53.0	63.0	4.0	4.0	3.0	4.0	NaN	15.0	NaN	0.0	5.0	8.0	7.0	7.0	4.0	11.0	11.0	8.0	14.0	2.0	100.0	0.0	0.0	0.0	26218950.0	6143600.0	790000.0	1193950.0	NaN
1210777	90006534	800000.0	12.79	18117.0	3000000.0	0	4	0.475784	0	284.0	12.25	0.0	1.345312e+06	0.838867	665.0	669.0	0.0	68.0	26.0	12.0	4.0	7700.0	55.0	28.0	NaN	4	68.0	1.0	NaN	NaN	50335	3289850.0	1.0	5.0	2.0	6.0	4.0	2904850.0	79.0	0.0	3.0	4516.0	75.0	700000.0	1.0	1.0	1.0	9.0	299100.0	136000.0	73.1	147.0	229.0	17.0	4.0	0.0	17.0	NaN	12.0	NaN	1.0	3.0	4.0	4.0	5.0	15.0	6.0	11.0	4.0	12.0	2.0	92.0	50.0	3.0	0.0	4373650.0	3289850.0	505000.0	3673650.0	NaN
1210778	88224441	1200000.0	14.49	28228.0	2200000.0	1	1	0.121974	2	334.0	18.30	0.0	1.345312e+06	0.538649	660.0	664.0	0.0	67.0	72.0	10.0	1.0	17641.0	68.1	31.0	NaN	2	67.0	1.0	NaN	NaN	43088	3121300.0	0.0	2.0	0.0	2.0	20.0	2239250.0	78.0	1.0	5.0	6172.0	73.0	1295000.0	0.0	0.0	1.0	7.0	312150.0	233000.0	77.5	132.0	206.0	9.0	9.0	2.0	9.0	NaN	9.0	NaN	1.0	5.0	7.0	5.0	15.0	4.0	8.0	24.0	7.0	10.0	1.0	96.2	40.0	1.0	0.0	4233200.0	3121300.0	1035000.0	2938200.0	NaN

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)